{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "e39d95fd-f240-47b5-b893-70d964aef588",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import os\n",
    "import matplotlib as mpl\n",
    "from scipy.stats import lognorm\n",
    "from scipy.stats import beta \n",
    "import matplotlib as mpl\n",
    "from scipy.integrate import simps\n",
    "import json\n",
    "import time\n",
    "\n",
    "g =9.805\n",
    "\n",
    "mpl.rc('font',family = 'Times New Roman')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "2c5f800d-3311-4d37-a19f-83a9ff036f46",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def N2Inf(Vb,d,imin,ie,T,Sam,Ge,me,delta,ntot,TD,TC,Tn1):\n",
    "    \n",
    "    imax = np.argmax(Vb)\n",
    "    E1 = simps(Vb[0:imax],d[0:imax])\n",
    "    E2 = simps(Vb[0:imin],d[0:imin])\n",
    "    #print(E1)\n",
    "    Dy = 2*(d[imax]-E1/Vb[imax])\n",
    "    Ds = 2/(Vb[imax]-Vb[imin])*(E2-E1+Vb[imax]*d[imax]-0.5*d[imin]*(Vb[imax]+Vb[imin]))\n",
    "    idPO = np.zeros((len(Vb),2))\n",
    "    iDy = 0\n",
    "    \n",
    "    for i in range(len(idPO[:,0])):\n",
    "        idPO[i,0] = d[i]\n",
    "        if(idPO[i,0]<=Dy):\n",
    "            idPO[i,1] = (Vb[imax]/Dy)*idPO[i,0]\n",
    "            iDy = i\n",
    "        elif(idPO[i,0]>Dy and idPO[i,0]<=Ds):\n",
    "            idPO[i,1] = Vb[imax]\n",
    "        elif(idPO[i,0]>Ds and idPO[i,0]<=d[imin]):\n",
    "            idPO[i,1] = Vb[imax] + (Vb[imin]-Vb[imax])/(d[imin]-Ds)*(idPO[i,0]-Ds)\n",
    "        else:\n",
    "            idPO[i,1] = Vb[imin]\n",
    "            \n",
    "    \n",
    "    #Compute equivalent SDOF yield displacements \n",
    "    dy = (1/Ge)*(Dy/delta[ntot-1])\n",
    "    #print(Dy)\n",
    "    #Perform N2 method\n",
    "    Say = max(Vb)/(me*g)\n",
    "    Tey = round(2*np.pi*(dy/(Say*g))**0.5,2)\n",
    "   \n",
    "    iSaky = abs(Tey-T).argmin() \n",
    "         \n",
    "    if(Sam[iSaky] <= Say):\n",
    "        s = 0; #elastic analysis\n",
    "        mue = d[ie]/Dy\n",
    "        re = (Vb[ie]/(me*g))/Say\n",
    "        R = Sam[iSaky]/Say\n",
    "        if(R<=re):\n",
    "            mu = mue*(R/re)\n",
    "        elif(R>re and R<=1):\n",
    "            mu = (R-re)*(1-mue)/(1-re)+mue\n",
    "        \n",
    "        dd = mu*dy\n",
    "    else:\n",
    "        s = 1; #nonlinear analysis \n",
    "        mu = 0;\n",
    "        R = Sam[iSaky]/Say;\n",
    "       \n",
    "        mus = Ds/Dy\n",
    "        ru = idPO[imin,1]/idPO[imax,1]\n",
    "        TD1 = TD*(2-ru)**0.5\n",
    "        DT = (Tey-TC)/(TD1-TC)\n",
    "       \n",
    "        if(Tey<=TC):\n",
    "            Rmus = 0.7*(Tey/TC)*(mus-1)+1\n",
    "        elif(Tey>TC and Tey<=TD1):\n",
    "            Rmus = (0.7+0.3*DT)*(mus-1)+1\n",
    "        else:\n",
    "            Rmus = mus\n",
    "           \n",
    "        if(R<=Rmus):\n",
    "            R0 = 1\n",
    "        else:\n",
    "            R0 = Rmus\n",
    "           \n",
    "        if(R<=Rmus):\n",
    "            mu0 = 1\n",
    "        else:\n",
    "            mu0 = mus\n",
    "           \n",
    "        if(Tey<=TC):\n",
    "            if(R<=Rmus):\n",
    "                c = 0.7*(Tey/TC)\n",
    "            else:\n",
    "                c = 0.7*(ru)**0.5*(Tey/TC)**(1/(ru)**0.5)\n",
    "        elif(Tey>TC and Tey<=TD1):\n",
    "            if(R<=Rmus):\n",
    "                c = 0.7+0.3*DT\n",
    "            else:\n",
    "                c = 0.7*(ru)**0.5*(1-DT)+DT\n",
    "        else:\n",
    "            c = 1\n",
    "        mu = (1/c)*(R-R0)+mu0\n",
    "       \n",
    "        dd = mu*dy\n",
    "\n",
    "    return Say,Tey,dd,mu,s,dy\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "206d5139-aa2a-41ca-bbae-a7a7d90296f7",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "folders = os.listdir('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Pushover')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "3e641c65-14a9-4e8e-908e-662d860c8d15",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "d0 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Pushover/'+folders[0]+'/2 floor/ID_5_disp2.out')[:,1]\n",
    "F0 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Pushover/'+folders[0]+'/2 floor/ID_5_V2.out')\n",
    "Vb0 = -(F0[:,0]+F0[:,1]+F0[:,2]+F0[:,3])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "c8a573a0-81f5-4280-a649-6644b6207c5a",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def OpenPO(infill):\n",
    "\n",
    "    d1 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Pushover/'+folders[infill]+'/2 floor/ID_5_disp2_infill'+folders[infill][-1]+'.out')[:,1]\n",
    "\n",
    "    F1 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Pushover/'+folders[infill]+'/2 floor/ID_5_V2_infill'+folders[infill][-1]+'.out')\n",
    "\n",
    "    Vb1 = -(F1[:,0]+F1[:,1]+F1[:,2]+F1[:,3])\n",
    "\n",
    "    #icol = len(d1)\n",
    "    #for i in range(len(d1)):\n",
    "        #if(Vb1[i]>=(105.4+123.8+123.8+105.4)):\n",
    "            #icol = i\n",
    "            #break \n",
    "    #d = d1[:icol]\n",
    "    #Vb = Vb1[:icol]\n",
    "         \n",
    "    return d1,Vb1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "8175e314-87c9-422d-8296-5e4cac83f472",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "d1,Vb1 = OpenPO(1)\n",
    "d2,Vb2 = OpenPO(3)\n",
    "d3,Vb3 = OpenPO(4)\n",
    "d4,Vb4 = OpenPO(5)\n",
    "d5,Vb5 = OpenPO(2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "3beeb3a2-c85d-4be9-a630-64b524ba7293",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(0.0, 500.0)"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 600x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(6,3))\n",
    "#plt.plot(d0[:3000],Vb0[:3000],label='Bare')\n",
    "plt.plot(d1[:3000],Vb1[:3000],label='Type 1')\n",
    "#plt.plot(d2[:3000],Vb2[:3000],label='Type 2')\n",
    "#plt.plot(d3[:3000],Vb3[:3000],label='Type 3')\n",
    "#plt.plot(d4[:3000],Vb4[:3000],label='Type 4')\n",
    "#plt.plot(d5[:3000],Vb5[:3000],label='Type 5')\n",
    "\n",
    "plt.xlabel('Roof Displacement [m]',fontsize=12)\n",
    "plt.ylabel('Base Shear [KN]',fontsize=12)\n",
    "plt.legend(fontsize=9)\n",
    "plt.xlim(0,0.2)\n",
    "plt.ylim(0,500)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "7bf65079-aa9e-4ce4-a1f6-45fc98b5642c",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def ModeMass(inf):\n",
    "    file_name = 'ID_5_2_infill'+inf+'_'\n",
    "    with open('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/Result/modal/'+file_name+'modeshapes.txt') as f:\n",
    "        a = json.load(f)\n",
    "\n",
    "    modes = np.array(a)\n",
    "\n",
    "    with open('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/Result/modal/'+file_name+'mass.txt') as f:\n",
    "        a2 = json.load(f)\n",
    "\n",
    "    mass = np.array(a2)\n",
    "    \n",
    "    return modes, mass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "b66af991-e515-4709-a370-682929aab709",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "modes1, mass1 = ModeMass('1')\n",
    "modes2, mass2 = ModeMass('2')\n",
    "modes3, mass3 = ModeMass('3')\n",
    "modes4, mass4 = ModeMass('4')\n",
    "modes5, mass5 = ModeMass('5')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "cc6878d6-105f-4b4d-92b6-d78822aa416a",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def GammaMass(modes,mass):\n",
    "    #Compute modal participation factors\n",
    "    Gamma = np.zeros(len(modes[0,:]));\n",
    "    me = np.zeros(len(modes[0,:]))\n",
    "\n",
    "    for i in range(len(Gamma)):\n",
    "        GA = 0;\n",
    "        GB = 0;\n",
    "        for j in range (len(mass)):\n",
    "            GA = GA+modes[j,i]*mass[j];\n",
    "            GB = GB+modes[j,i]**2*mass[j];\n",
    "\n",
    "        Gamma[i]= GA/GB; \n",
    "        me[i] = GA**2/GB\n",
    "    \n",
    "    return Gamma, me\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "3ec28287-a7f5-4ced-a8e4-8912dac9a394",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Gamma1,me1 = GammaMass(modes1,mass1)\n",
    "Gamma2,me2 = GammaMass(modes2,mass2)\n",
    "Gamma3,me3 = GammaMass(modes3,mass3)\n",
    "Gamma4,me4 = GammaMass(modes4,mass4)\n",
    "Gamma5,me5 = GammaMass(modes5,mass5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "18e870b9-3534-4202-9390-e8fd17a97565",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "T1 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/Result/modal/ID_5_2_infill1_Periods.txt')\n",
    "T2 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/Result/modal/ID_5_2_infill2_Periods.txt')\n",
    "T3 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/Result/modal/ID_5_2_infill3_Periods.txt')\n",
    "T4 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/Result/modal/ID_5_2_infill4_Periods.txt')\n",
    "T5 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/Result/modal/ID_5_2_infill5_Periods.txt')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "c3299e45-ed6f-4abd-97bf-0d118155f269",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "T = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/Ground Motion Scaled/50/ResponseSpectra/Acceleration/GMRS_1.txt')[:,0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "a1cc54a7-6742-46eb-9a14-442552571b32",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def GMSpectra(Tr):\n",
    "    \n",
    "    T = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/Ground Motion Scaled/'+Tr+'/ResponseSpectra/Acceleration/GMRS_1.txt')[:,0]\n",
    "    Sa = np.zeros((len(np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/Ground Motion Scaled/'+Tr+'/ResponseSpectra/Acceleration/GMRS_1.txt')[:,0]),30))\n",
    "    Sd = np.zeros((len(np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/Ground Motion Scaled/'+Tr+'/ResponseSpectra/Acceleration/GMRS_1.txt')[:,0]),30))\n",
    "\n",
    "    for i in range(len(Sa[0,:])):\n",
    "        Sa[:,i] = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/Ground Motion Scaled/'+Tr+'/ResponseSpectra/Acceleration/GMRS_'+str(i+1)+'.txt')[:,1]\n",
    "        Sd[:,i] = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/Ground Motion Scaled/'+Tr+'/ResponseSpectra/Displacement/GMRS_'+str(i+1)+'.txt')[:,1]\n",
    "\n",
    "    Sam = np.zeros(len(Sa[:,0]))\n",
    "    Sdm = np.zeros(len(Sa[:,0]))\n",
    "\n",
    "    for i in range(len(Sam)):\n",
    "        Sam[i] = np.median(Sa[i,:])\n",
    "        Sdm[i] = np.median(Sd[i,:])\n",
    "    return Sam,Sdm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "55f4dfbd-311f-4c90-8100-367f64dba32d",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def FRS(Tr,inf,ns):\n",
    "    ncol = 0\n",
    "    no_col = []\n",
    "    col = []\n",
    "    for j in range(30):\n",
    "        with open('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/outs_NRHA/log_2_'+str(inf)+'_'+str(j+1)+'_'+Tr+'.txt') as f:\n",
    "            lines = f.readlines()\n",
    "        if(int(lines[0].split()[0]) == 1 or int(lines[0].split()[0]) == -1):\n",
    "            ncol = ncol+1\n",
    "            col.append(j+1)\n",
    "        else:\n",
    "            no_col.append(j+1)\n",
    "    \n",
    "\n",
    "    Saf = np.zeros((len(np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/FloorSpectra/Acceleration/FRS'+str(ns)+'_2_'+str(inf)+'_1_'+Tr+'.txt')[:,0]),30-ncol))\n",
    "    Sdf = np.zeros((len(np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/FloorSpectra/Displacement/FRS'+str(ns)+'_2_'+str(inf)+'_1_'+Tr+'.txt')[:,0]),30-ncol))\n",
    "\n",
    "    for i in range(30-ncol):\n",
    "        Saf[:,i] = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/FloorSpectra/Acceleration/FRS'+str(ns)+'_2_'+str(inf)+'_'+str(no_col[i])+'_'+Tr+'.txt')[:,1]\n",
    "        Sdf[:,i] = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/FloorSpectra/Displacement/FRS'+str(ns)+'_2_'+str(inf)+'_'+str(no_col[i])+'_'+Tr+'.txt')[:,1]\n",
    "\n",
    "    Safm = np.zeros(len(Saf[:,0]))\n",
    "    Sdfm = np.zeros(len(Saf[:,0]))\n",
    "\n",
    "    for i in range(len(Safm)):\n",
    "        Safm[i] = np.median(Saf[i,:])\n",
    "        Sdfm[i] = np.median(Sdf[i,:])\n",
    "        \n",
    "    return Safm,Sdfm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "0bcf842d-ac8c-4225-bcc9-fcd1ec1cf143",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Sam50,Sdm50 = GMSpectra('200')\n",
    "Sam475,Sdm475 = GMSpectra('475')\n",
    "Sam2475,Sdm2475 = GMSpectra('2475')\n",
    "Sam4975,Sdm4975 = GMSpectra('4975')\n",
    "Sam9975,Sdm9975 = GMSpectra('9975')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "7b04e5db-a7c9-40d7-a321-419d46b3e557",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Safm1 = np.zeros((len(T),2,4))\n",
    "Sdfm1 = np.zeros((len(T),2,4))\n",
    "\n",
    "Safm1[:,1,0],Sdfm1[:,1,0] = FRS('200',1,2)\n",
    "Safm1[:,0,0],Sdfm1[:,0,0] = FRS('200',1,1)\n",
    "\n",
    "Safm1[:,1,1],Sdfm1[:,1,1] = FRS('475',1,2)\n",
    "Safm1[:,0,1],Sdfm1[:,0,1] = FRS('475',1,1)\n",
    "\n",
    "Safm1[:,1,2],Sdfm1[:,1,2] = FRS('2475',1,2)\n",
    "Safm1[:,0,2],Sdfm1[:,0,2] = FRS('2475',1,1)\n",
    "\n",
    "Safm1[:,1,3],Sdfm1[:,1,3] = FRS('4975',1,2)\n",
    "Safm1[:,0,3],Sdfm1[:,0,3] = FRS('4975',1,1)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "76174a1a-6469-4965-be24-992eff9b477b",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Safm2 = np.zeros((len(T),2,4))\n",
    "Sdfm2 = np.zeros((len(T),2,4))\n",
    "\n",
    "Safm2[:,1,0],Sdfm2[:,1,0] = FRS('50',2,2)\n",
    "Safm2[:,0,0],Sdfm2[:,0,0] = FRS('50',2,1)\n",
    "\n",
    "Safm2[:,1,1],Sdfm2[:,1,1] = FRS('475',2,2)\n",
    "Safm2[:,0,1],Sdfm2[:,0,1] = FRS('475',2,1)\n",
    "\n",
    "Safm2[:,1,2],Sdfm2[:,1,2] = FRS('2475',2,2)\n",
    "Safm2[:,0,2],Sdfm2[:,0,2] = FRS('2475',2,1)\n",
    "\n",
    "Safm2[:,1,3],Sdfm2[:,1,3] = FRS('4975',2,2)\n",
    "Safm2[:,0,3],Sdfm2[:,0,3] = FRS('4975',2,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "6f02a0fd-6c3f-4801-afe7-a136ddae4ef7",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Safm3 = np.zeros((len(T),2,4))\n",
    "Sdfm3 = np.zeros((len(T),2,4))\n",
    "\n",
    "Safm3[:,1,0],Sdfm3[:,1,0] = FRS('50',3,2)\n",
    "Safm3[:,0,0],Sdfm3[:,0,0] = FRS('50',3,1)\n",
    "\n",
    "Safm3[:,1,1],Sdfm3[:,1,1] = FRS('475',3,2)\n",
    "Safm3[:,0,1],Sdfm3[:,0,1] = FRS('475',3,1)\n",
    "\n",
    "Safm3[:,1,2],Sdfm3[:,1,2] = FRS('2475',3,2)\n",
    "Safm3[:,0,2],Sdfm3[:,0,2] = FRS('2475',3,1)\n",
    "\n",
    "Safm3[:,1,3],Sdfm3[:,1,3] = FRS('4975',3,2)\n",
    "Safm3[:,0,3],Sdfm3[:,0,3] = FRS('4975',3,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "89ad5583-931e-4fd7-81f9-f4eff03fba52",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Safm4 = np.zeros((len(T),2,4))\n",
    "Sdfm4 = np.zeros((len(T),2,4))\n",
    "\n",
    "Safm4[:,1,0],Sdfm4[:,1,0] = FRS('50',4,2)\n",
    "Safm4[:,0,0],Sdfm4[:,0,0] = FRS('50',4,1)\n",
    "\n",
    "Safm4[:,1,1],Sdfm4[:,1,1] = FRS('475',4,2)\n",
    "Safm4[:,0,1],Sdfm4[:,0,1] = FRS('475',4,1)\n",
    "\n",
    "Safm4[:,1,2],Sdfm4[:,1,2] = FRS('2475',4,2)\n",
    "Safm4[:,0,2],Sdfm4[:,0,2] = FRS('2475',4,1)\n",
    "\n",
    "Safm4[:,1,3],Sdfm4[:,1,3] = FRS('4975',4,2)\n",
    "Safm4[:,0,3],Sdfm4[:,0,3] = FRS('4975',4,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "89529173-7893-45a2-bc67-701637b42f63",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Safm5 = np.zeros((len(T),2,4))\n",
    "Sdfm5 = np.zeros((len(T),2,4))\n",
    "\n",
    "Safm5[:,1,0],Sdfm5[:,1,0] = FRS('50',5,2)\n",
    "Safm5[:,0,0],Sdfm5[:,0,0] = FRS('50',5,1)\n",
    "\n",
    "Safm5[:,1,1],Sdfm5[:,1,1] = FRS('475',5,2)\n",
    "Safm5[:,0,1],Sdfm5[:,0,1] = FRS('475',5,1)\n",
    "\n",
    "Safm5[:,1,2],Sdfm5[:,1,2] = FRS('2475',5,2)\n",
    "Safm5[:,0,2],Sdfm5[:,0,2] = FRS('2475',5,1)\n",
    "\n",
    "Safm5[:,1,3],Sdfm5[:,1,3] = FRS('4975',5,2)\n",
    "Safm5[:,0,3],Sdfm5[:,0,3] = FRS('4975',5,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "b25a6b4b-2007-4dad-8cec-4a3126b48c7a",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.29912300318385715\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "iE=60\n",
    "plt.plot(d1[:3000]/Gamma1[0],Vb1[:3000]/(me1[0]*9.805))\n",
    "#plt.plot((0,0.025),(0,max(Vb5)/(me1[0]*9.805)))\n",
    "plt.plot(d2[:3000]/Gamma2[0],Vb2[:3000]/(me2[0]*9.805))\n",
    "plt.plot(d3[:3000]/Gamma3[0],Vb3[:3000]/(me3[0]*9.805))\n",
    "plt.plot(d4[:3000]/Gamma4[0],Vb4[:3000]/(me4[0]*9.805))\n",
    "plt.plot(d5[:3000]/Gamma5[0],Vb5[:3000]/(me5[0]*9.805))\n",
    "plt.xlim(0,0.15)\n",
    "plt.plot(Sdm2475,Sam2475,color='k',lw=2)\n",
    "plt.ylim(0)\n",
    "plt.plot((d2[iE]/Gamma2[0],d2[iE]/Gamma2[0]),(0,2.2),color='k',ls='--')\n",
    "#plt.plot((0,0.1),(0.6*max(Vb2)/(me2[0]*g),0.6*max(Vb2)/(me2[0]*g)),color='k')\n",
    "#plt.plot((0.026,0.026),(0,1),color='k',ls='--')\n",
    "#plt.plot((0,0.004),(0,0.4))\n",
    "print(2*np.pi*(0.02/(0.9*g))**0.5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "429d4d7b-7f24-462c-b984-dd6b6ce1e2ec",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "imin = [310,305,295,1450,960]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "99e8a669-5819-4655-9435-94f11d4f7d05",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "ie = [60,60,60,50,30]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "id": "12d5df30-5129-4527-8b32-5d232e4e1a48",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def GeMe(ntot,m):\n",
    "\n",
    "    delta = np.zeros(ntot)\n",
    "\n",
    "    for i in range(len(delta)):\n",
    "        delta[i] = 3*(i+1)/12\n",
    "\n",
    "    #Compute equivalent mass and participation factor of first inelastic mode\n",
    "    MA = 0\n",
    "    MB = 0\n",
    "\n",
    "    for j in range(len(m)):\n",
    "        MA = MA+m[j]*delta[j]\n",
    "        MB = MB+m[j]*delta[j]**2\n",
    "\n",
    "    me = MA**2/MB\n",
    "    Ge = MA/MB\n",
    "    \n",
    "    return me,Ge\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "9da95592-6981-426b-8ed1-2f5b6b85b60d",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "delta = np.zeros(2)\n",
    "\n",
    "for i in range(len(delta)):\n",
    "    delta[i] = 3*(i+1)/12"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "eb98e01f-d076-40de-b8e5-c5d7c82c3096",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "mef1,Ge1 = GeMe(2,mass1)\n",
    "mef2,Ge2 = GeMe(2,mass2)\n",
    "mef3,Ge3 = GeMe(2,mass3)\n",
    "mef4,Ge4 = GeMe(2,mass4)\n",
    "mef5,Ge5 = GeMe(2,mass5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "id": "c237ef56-8969-479d-9092-c22dedf83cfd",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def FRS_Mer(T,Tn,phi,Gamma,Sam,Sdm,ksiS,ksiNS,ns,ntot,Vb,dp,imin,ie,Ge,me,delta,switch,TD,SdTD):\n",
    "        \n",
    "    DE = dp[ie]/(Gamma[0]*phi[(ntot-1),0])\n",
    "    Dmax = dp[np.argmax(Vb)]\n",
    "    PGD = Sdm[-1]\n",
    "    TB = 0.1\n",
    "    TC = 0.3\n",
    "    \n",
    "    Say,Tey,dd,mu,s,dy = N2Inf(Vb,dp,imin,ie,T,Sam,Ge,me,delta,ntot,TD,TC,Tn[0])\n",
    "    #print(mu)\n",
    "    '''ddS = dd*Ge*delta[ntot-1]\n",
    "    index = abs(dp-ddS).argmin()\n",
    "    \n",
    "    if(ddS>dp[imin] or dd<dy):\n",
    "        Say = Vb[index]/(me*g)\n",
    "    '''\n",
    "    if(switch==1):\n",
    "        Tin = Tn[0]\n",
    "        Tn[0] = Tey\n",
    "    \n",
    "    #print(Tey)\n",
    "    a = np.zeros(len(Tn))\n",
    "    dabs = np.zeros(len(Tn))\n",
    "    SAF = np.zeros(len(Tn))\n",
    "    SDF = np.zeros(len(Tn))\n",
    "    Ten = np.zeros(len(Tn))\n",
    "    \n",
    "    SA = np.zeros(len(Tn))\n",
    "    SD = np.zeros(len(Tn))\n",
    "            \n",
    "            \n",
    "    for i in range(len(Tn)):\n",
    "        ind = abs(T-Tn[i]).argmin()\n",
    "        SA[i] = Sam[ind]\n",
    "        SD[i] = Sdm[ind]\n",
    "    \n",
    "    for i in range(len(Tn)):\n",
    "        if(s==0):\n",
    "            if(i==0):\n",
    "                if(dd<DE):\n",
    "                    a[i]= abs(Gamma[i]*phi[(ns-1),i]*SA[i])\n",
    "                else:\n",
    "                    a[i] = abs(Gamma[i]*phi[(ns-1),i]*Say)\n",
    "                    #print(Say)\n",
    "                    #print(SA[i])\n",
    "            else:\n",
    "                a[i]= abs(Gamma[i]*phi[(ns-1),i]*SA[i])\n",
    "        elif(s==1):\n",
    "            if(i==0):\n",
    "                a[i] = Say*Ge*delta[(ns-1)]\n",
    "            else:\n",
    "                a[i]= abs(Gamma[i]*phi[(ns-1),i]*SA[i])\n",
    "#2*np.pi*(dd/(Say*g))**0.5      \n",
    "        if(s==0):\n",
    "            Ten[i] = Tn[i]\n",
    "        elif(s==1):\n",
    "            \n",
    "            if(i==0 or i==1):\n",
    "                mur = (mu)**1\n",
    "                Ten[i] = Tn[i]*((1+(mur)**0.5+mur)/3)**0.5\n",
    "            else:\n",
    "                Ten[i] = Tn[i]\n",
    "                \n",
    "            \n",
    "        #if(Tn[i]>TB):\n",
    "            #DAF = (0.5*ksiS+ksiNS)**(-2/3)\n",
    "        #else:\n",
    "            #DAF = (0.5*ksiS+ksiNS)**(-2/3)\n",
    "        #*(0.55+0.45*(Tn[i]/TB))\n",
    "        \n",
    "        if(Tn[i]/TC == 0):\n",
    "            DAF = 2.5*(0.1/(0.05+ksiNS))**0.5;\n",
    "        elif(Tn[i]/TC > 0 and Tn[i]/TC <=0.2):\n",
    "            DAF = 2.5*(0.1/(0.05+ksiNS))**0.5 + (1/(ksiNS)**0.5 - 2.5*(0.1/(0.05+ksiNS))**0.5)/0.2*(Tn[i]/TC);\n",
    "        else:\n",
    "            DAF = 1/(ksiNS)**0.5;\n",
    "        #if(i==0):\n",
    "            #DAF = 1/(ksiNS)**0.5\n",
    "        #else:\n",
    "            #DAF = 1/(0.5*ksiS+ksiNS)**0.667\n",
    "        SAF[i] = a[i]*DAF\n",
    "        SDF[i] = SAF[i]*g*(Ten[i]/(2*np.pi))**2\n",
    "        \n",
    "\n",
    "        \n",
    "        if(s==0):\n",
    "            d = abs(Gamma[i]*phi[(ns-1),i]*SD[i])\n",
    "        elif(s==1):\n",
    "            if(i==0):\n",
    "                d = dd*Ge*delta[(ns-1)]\n",
    "            else:\n",
    "                d = abs(Gamma[i]*phi[(ns-1),i]*SD[i])\n",
    "        \n",
    "        if(i==0):\n",
    "            #if(SDF[i]>SdTD):\n",
    "            dabs[i] = (d**2+PGD**2)**0.5\n",
    "            #else:\n",
    "                #dabs[i]=d;\n",
    "        else:\n",
    "            dabs[i]=d;\n",
    "        \n",
    "        \n",
    "            \n",
    "    #Compute modal contributions to floor spectrum\n",
    "    Safm = np.zeros((len(T),len(Tn)));\n",
    "    Sdfm = np.zeros((len(T),len(Tn)));\n",
    "    \n",
    "    \n",
    "    for j in range (len(Tn)):\n",
    "        for i in range(len(T)):\n",
    "            if(T[i]<=Tn[j]):\n",
    "                Safm[i,j] = (T[i]/Tn[j])**2*(SAF[j]-a[j])+a[j]\n",
    "                Sdfm[i,j] = Safm[i,j]*g*(T[i]**2/(4*np.pi**2)) \n",
    "            elif(T[i]>Tn[j] and T[i]<=Ten[j]):\n",
    "                Safm[i,j] = SAF[j]\n",
    "                Sdfm[i,j] = Safm[i,j]*g*(T[i]**2)/(4*np.pi**2)\n",
    "            elif(T[i]>Ten[j]):\n",
    "                #if(mu>1 and j==0):\n",
    "                    #if(T[i]<TD):  \n",
    "                        #Sdfm[i,j] = SDF[j]+(SdTD-SDF[j])/(TD-Ten[j])*(T[i]-Ten[j])\n",
    "                        #Safm[i,j] = Sdfm[i,j]*((4*np.pi**2)/T[i]**2)/g \n",
    "                    #else:\n",
    "                        #Sdfm[i,j] = SdTD\n",
    "                        #Safm[i,j] = Sdfm[i,j]*((4*np.pi**2)/T[i]**2)/g \n",
    "                #else:\n",
    "                Sdfm[i,j] = dabs[j] + (Ten[j]/T[i])**1*(SDF[j]-dabs[j])\n",
    "                Safm[i,j] = Sdfm[i,j]*((4*np.pi**2)/T[i]**2)/g \n",
    "       \n",
    "            \n",
    "                    \n",
    "    #Combine modal contributions to floor response spectrum\n",
    "    \n",
    "    Saf = np.sqrt(np.sum(np.multiply(Safm,Safm),axis=1))\n",
    "    Sdf = np.sqrt(np.sum(np.multiply(Sdfm,Sdfm),axis=1))\n",
    "    \n",
    "    \n",
    "    nslim = round(ntot/2);\n",
    "        \n",
    "    if ns<nslim:\n",
    "        for i in range(len(T)):\n",
    "            Saf[i]=max(Saf[i],Sam[i]*(0.07/(0.02+ksiNS))**0.5);\n",
    "            Sdf[i]=max(Sdf[i],Sdm[i]*(0.07/(0.02+ksiNS))**0.5);\n",
    "    \n",
    "    for i in range(len(T)):\n",
    "        if(T[i]>Ten[0]):\n",
    "            Saf[i]=max(Saf[i],Sam[i]*(0.07/(0.02+ksiNS))**0.5);\n",
    "            Sdf[i]=max(Sdf[i],Sdm[i]*(0.07/(0.02+ksiNS))**0.5);\n",
    "    \n",
    "    if(switch==1):\n",
    "        Tn[0] = Tin\n",
    "    \n",
    "    return Saf, Sdf\n",
    "        \n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "id": "ee1185fc-12ca-4c43-8565-59a7ffe468d2",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def EstFRS_M(T,Tn,modes,Gamma,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,ksiNS,ksiS,Vb,d,i,Ge,me,delta,sw50,sw4,sw2,\n",
    "             TD50,STD50,TD475,STD475,TD2475,STD2475,TD4975,STD4975):\n",
    "\n",
    "    Saf = np.zeros((len(T),2,4))\n",
    "    Sdf = np.zeros((len(T),2,4))\n",
    "\n",
    "    Saf[:,0,0],Sdf[:,0,0] = FRS_Mer(T,Tn,modes,Gamma,Sam50,Sdm50,ksiS,ksiNS,1,2,Vb,d,imin[i],ie[i],Ge,me,delta,sw50,TD50,STD50)\n",
    "    Saf[:,1,0],Sdf[:,1,0] = FRS_Mer(T,Tn,modes,Gamma,Sam50,Sdm50,ksiS,ksiNS,2,2,Vb,d,imin[i],ie[i],Ge,me,delta,sw50,TD50,STD50)\n",
    "\n",
    "    Saf[:,0,1],Sdf[:,0,1] = FRS_Mer(T,Tn,modes,Gamma,Sam475,Sdm475,ksiS,ksiNS,1,2,Vb,d,imin[i],ie[i],Ge,me,delta,sw4,TD475,STD475)\n",
    "    Saf[:,1,1],Sdf[:,1,1] = FRS_Mer(T,Tn,modes,Gamma,Sam475,Sdm475,ksiS,ksiNS,2,2,Vb,d,imin[i],ie[i],Ge,me,delta,sw4,TD475,STD475)\n",
    "\n",
    "    Saf[:,0,2],Sdf[:,0,2] = FRS_Mer(T,Tn,modes,Gamma,Sam2475,Sdm2475,ksiS,ksiNS,1,2,Vb,d,imin[i],ie[i],Ge,me,delta,sw2,TD2475,STD2475)\n",
    "    Saf[:,1,2],Sdf[:,1,2] = FRS_Mer(T,Tn,modes,Gamma,Sam2475,Sdm2475,ksiS,ksiNS,2,2,Vb,d,imin[i],ie[i],Ge,me,delta,sw2,TD2475,STD2475)\n",
    "    \n",
    "    Saf[:,0,3],Sdf[:,0,3] = FRS_Mer(T,Tn,modes,Gamma,Sam4975,Sdm4975,ksiS,ksiNS,1,2,Vb,d,imin[i],ie[i],Ge,me,delta,sw2,TD4975,STD4975)\n",
    "    Saf[:,1,3],Sdf[:,1,3] = FRS_Mer(T,Tn,modes,Gamma,Sam4975,Sdm4975,ksiS,ksiNS,2,2,Vb,d,imin[i],ie[i],Ge,me,delta,sw2,TD4975,STD4975)\n",
    "    \n",
    "    return Saf,Sdf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "id": "4b723cf9-cddf-4684-ab13-0556cae3610f",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Saf1,Sdf1 = EstFRS_M(T,T1,modes1,Gamma1,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,0.05,0.05,Vb1,d1,0,Ge1,mef1,delta,0,1,1,\n",
    "                    2,0.028,4,0.14,2,0.22,2,0.30)\n",
    "Saf2,Sdf2 = EstFRS_M(T,T2,modes2,Gamma2,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,0.05,0.05,Vb2,d2,1,Ge2,mef2,delta,0,1,1,\n",
    "                    2,0.028,4,0.14,2,0.22,2,0.30)\n",
    "Saf3,Sdf3 = EstFRS_M(T,T3,modes3,Gamma3,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,0.05,0.05,Vb3,d3,2,Ge3,mef3,delta,0,1,1,\n",
    "                    2,0.028,4,0.14,2,0.22,2,0.30)\n",
    "Saf4,Sdf4 = EstFRS_M(T,T4,modes4,Gamma4,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,0.05,0.05,Vb4,d4,3,Ge4,mef4,delta,0,0,0,\n",
    "                    2,0.028,4,0.14,2,0.22,2,0.30)\n",
    "Saf5,Sdf5 = EstFRS_M(T,T5,modes5,Gamma5,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,0.05,0.05,Vb5,d5,4,Ge5,mef5,delta,0,0,0,\n",
    "                    2,0.028,4,0.14,2,0.22,2,0.30)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "id": "c9bbce09-4711-46bd-a1c0-1b1b84991960",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def PlotFRS(nns,nTr,Saf,Sdf,Safm,Sdfm):\n",
    "    plt.figure(figsize=(20,4))\n",
    "\n",
    "    plt.subplot(1,3,1)\n",
    "    plt.plot(T,Saf[:,nns,nTr],label='Estimate')\n",
    "    plt.plot(T,Safm[:,nns,nTr],label='Median from NLTHA')\n",
    "    plt.xlim(0,1)\n",
    "    plt.ylim(0)\n",
    "    plt.xticks(fontsize=12)\n",
    "    plt.yticks(fontsize=12)\n",
    "    plt.xlabel(r'$T_a$  (s)',fontsize=16)\n",
    "    plt.ylabel(r'$S_{AF}$  (g)',fontsize=16)\n",
    "    plt.legend(fontsize=12)\n",
    "\n",
    "\n",
    "    plt.subplot(1,3,2)\n",
    "    plt.plot(T,Sdf[:,nns,nTr],label='Estimate')\n",
    "    plt.plot(T,Sdfm[:,nns,nTr],label='Median from NLTHA')\n",
    "    plt.xlim(0,5)\n",
    "    plt.ylim(0)\n",
    "    plt.xticks(fontsize=12)\n",
    "    plt.yticks(fontsize=12)\n",
    "    plt.xlabel(r'$T_a$  (s)',fontsize=16)\n",
    "    plt.ylabel(r'$S_{DF}$  (m)',fontsize=16)\n",
    "    plt.legend(fontsize=12)\n",
    "\n",
    "\n",
    "    plt.subplot(1,3,3)\n",
    "    plt.plot(Sdf[:,nns,nTr],Saf[:,nns,nTr],label='Estimate')\n",
    "    plt.plot(Sdfm[:,nns,nTr],Safm[:,nns,nTr],label='Median from NLTHA')\n",
    "    plt.xlim(0)\n",
    "    plt.ylim(0)\n",
    "    plt.xticks(fontsize=12)\n",
    "    plt.yticks(fontsize=12)\n",
    "    plt.xlabel(r'$S_{DF}$  (m)',fontsize=16)\n",
    "    plt.ylabel(r'$S_{AF}$  (g)',fontsize=16)\n",
    "    plt.legend(fontsize=12)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "id": "5d775087-b95f-46b8-b7c3-b17906345557",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ns =1\n",
    "nTr= 0\n",
    "\n",
    "PlotFRS(ns,nTr,Saf1,Sdf1,Safm1,Sdfm1)\n",
    "\n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "d23f106d-c141-47e0-9f44-b74cbb2ffb58",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PlotFRS(ns,nTr,Saf2,Sdf2,Safm2,Sdfm2)\n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 107,
   "id": "7083a92e-9c7a-4f7b-8f6a-b4f99b490846",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PlotFRS(ns,nTr,Saf3,Sdf3,Safm3,Sdfm3)\n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "60edb8f7-7ddd-430e-ac17-181934d4dd4f",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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c3rrerg7c0aI6fZr40rJmJcw2JdPQOrJbbYIjElgcfJKRs7az6OnO+LjrJiORkhR2OpVHf9jKgZPJmG1MvHxbQ4Z1Cig1CZdAbxde69eYsTfXY962E3y3PpTQ06lMWxvCj5vDeOm2hgxpV7PUxCsipYvaAaQ0U2JcSszMDaEA3NmiBp7O9oXahoOtmS8Gt8Jss5M/dkXyzNwdLB7VhcquDkUYqYiUJk52Zva93tvaYeRxKkCpwmuxs7Ojd+/zxzZx4kSeffZZfv31V1566SUeeeSRq65va2t71ddOTpfewe3g4EBWVlbe648++ojdu3fz4osvYmNjGWElNzf3svtLSUnh2LFjPPXUU/j6+l794ESk0ErbeQ+K7tyn856IiJR2ZzKyGfrtZg6cvHZS/EJ2ZhvubVeTfs2r88HSg8zcEMov207w74Fo7Mw2nExKB8BsY6J3Yx/uae1Pl7re2JpLfpRDk8nEBwOacyT6DIdOneHxWduY+2hH7G014qJISVh5MJpRc3aQlJ6Nt6s9k4a0on0p7fjj5mjHsBsCebBjAKsOxTBpxRG2Ho/npd/2sHzfKd67uxlVdWONyHUrbe0Aav9UO0B5psS4lIiTieks3XMSgAc61rqubZltTLx7V1P2RSZyNCaFMT/v4rthbbEpoTurRaRkmUymQpXuKSvO3T0JMGbMGLp06cKYMWMYOXIka9asYdasWcW6//fff5+9e/cyZcoUTp48ydtvv33FZc9dUG7bto3bbrstb3pKSgo2NjaXvRAVkYLTeU/nPRERsY70rByGf7eFXScSqeRsx6wR7S9OiqclwK65cGoPZJ4BkxlMNhc9XEwmJphsGNGxKiMPNGdPnKVcuqezHUPa1eSBjrWo5mH9/x8uDrZ880Abbv9yLdvDEpj4x17e6t/U2mGJlGu5uQZfrTzCR38fwjCghb8nX9/fGl+P0p9YtrEx0b1BVbrVq8K360J4f+lBVhyMofenq3mrf1MNdylyndQOoHYAKTm6FVRKxI+bw8jONWgbUInG1T2ue3suDrZ8dV9rHO1sWH0ohq9XHy2CKEVErOf777/nt99+o02bNqxZs4bx48cze/Zs4uIspRaLozxZREQE48aNY9y4cZcdm+W/+/T09KRatWq88cYbF911OXXq1CKPTUTKP533RESkNMnMzuWJ2dvZFBKHq4MtMx9uRz0fN8tMw4Cdc+DTprBkHOz4Afb+Bnt+heCfYfdc2PUj7Jxlmbd9Jn7bP+AP42n+7bCDpT1OsbXRr/zv4CCqzbwBfrwXlr0CO2ZB+GY4E2PZRwkL8Hbhs3tbYjLB7E1hzN0cVuIxiFQUyelZPDZrGx8usyTFh7SvyU+PdSgTSfEL2diYGNGlNn881ZlG1dyJT83iidnbGfPTThLTsq69ARGp0NQOIKVB+b0FRUqNzOxcftxk+XL1YMeAIttufV83Jt7emHHzgvlo2SHaBnjRNsCryLYvIlKUMjIyAC66oDrn3XffpVGjRrz55pv06dMHR0dH7rnnHqZNm4anpycALi4uHDx4kPDwcGJjY2nZsiU5OTnk5OTkbee/r8+VBLqwNJBhGHnLnBvDZ/bs2Tz44IN5F3hHjhzB0dGRoKAgAA4ePIhhGLRp04YXXniBZ555hq5du/LAAw9w+PBh3NzcdLekiFxC5z0RESkrcnINxv68k38PRONga8P0oW1o5udpmZmWAIvGwN75ltdVGkDj/uDoCRiQmwNG7sWP3BzYOx9TzAFq7/zg0h3GHYVDf108zc4FKgVA1QZQvRVUDjr7qAPFOIZv9wZVefbmeny47BCvLtxLfV83WtasVGz7E6mIjkQn8+gP2zgWk4K92YY37mzMoLY1rR3Wdanv68aCJ2/g838O89XKI/y2I4KNx07z4T3NuSHI29rhiYiVqB1AygIlxqXY/bUnitgzGVR1c+CWJkU7JsPANv5sOHqaBTsjefrHHSx+pgteLoUbv1xEpLisW7eOjz/+GLCU7tm0aRNguZA7ePAgBw4cICYmhoEDB9KqVStuv/12Tp48ycKFC/PGvRk9ejTPP/88dnZ2zJgxg3nz5rFz506OHz/OihUrcHFxYeHChURFRfH1118zYMAAJk2aBMCcOXNo2bIliYmJLFiwgMjISL766iueeOIJRowYweeff8727duZNGkSv/zyC7/++isDBw7E3d2dESNG8MILLzBx4kS6d+/O008/TWJiIl9++SWvvfYaDz74IK+88op13lgRKbV03hMRkbLCMAxe+i2YRbujsDOb+PqB1ufH+j2+HuY/ConhlrLp3V+EzmPBJh/jbnZ51tKLPPhXS9n1mh0hqIdlO7GHLngchqRIyEqB6L2Wx55557fj7A2BXSGgs+XhXa/IE+VP3BhEcEQiS/ee4vFZ2/nj6c5UcXMo0n2IVFRL9pzk2Z93kpKZQzUPRybf35oW/p7WDqtI2Nva8Fzv+pYbbH7eSejpVO6btomHbghg3C0NcCzCMYpFpPRTO4CUFSbDsEKtJitJSkrCw8ODxMRE3N3drR1OhXHXV+vYHpbAmJ71eKZn3SLf/pmMbG7/Yi3HYlPoXr8K04dqvHGRsig9PZ2QkBACAwMvW9ZGRC7vWp8dXf9YT37ee537RApHnx0RKSrvLN7PlNXHsDHBF4NbcVuzapCbC6vfh1XvWXqAVwqAu6eDX5viCSI7AxLCIT4EIndaxjCPO2pJmmenX7ysSxVLgrzOTVCtOfg0yV+i/hqS07O4c9I6jsak0C7Qi9kj2mNnLtwIjLr+tB6996VHTq7BR8sO8tVKy/CP7QO9mHRfK7xdy+dNJykZ2by9eD+zz1YNrVPFhU8GtThffUNEAH2PESmsomz/VI9xKVbBJxLZHpaAndnE4Pb+xbIPVwdbJt3XijsnrWPFwRimrjnGY93qFMu+RERERERERKR8+HZtCFNWHwPg3buaWZLiGWfgt8fgwCLLQs2HwK3vg4Nb8QVi6wDeQZZH3ZvPT8/OgIhtELIaQtfCiS2QEmMZ33zvb5ZlHD2g9o1Qp4clWe5ZuLYXN0c7vnmwDXd8uY7NIXG8vXg/r/VrfP3HJlIBJaRmMmruTlYfigFgeOdAXuzTANtC3mxSFrg42PJW/6b0bOTDuF93czQmhbu+Ws/onnV5sntQsYwbLCIiUhhKjEux+n5DKAB9mlSjqlvx3QHVsJo7r/VrzPjfgvlw2UF6NKxKUNVi/NIqIiIiIiIiImXW4uAo3vhzHwDP967PwLb+kBAGcwZbemyb7aHfZ9BiiPWCtHWAWp0sDzifKD+6wlLm/WQwpCfCvoWWB1hKrZ9LktfqWKCEfp0qrnw8sDmP/rCNGetCaebnQf+WfsVwYCLl197IREbO2kZ4XBqOdja8d3cz7mhRw9phlZju9auydHRXXl6whz+Do/hw2SGOxabw3t3NCl2FQkREpCiV2cT48uXL+eOPPwgKCqJ79+40adLE2iHJf8SnZLJwVyQAQzvVKvb9DW7nz/L9p/j3QDTj5+9h7qMdVFJdRERERERERC6yOSSO0T/txDDggQ61eOLGOhC2EebeB6mxlnLl9/4I/u2sHerF/psoz8mGyB1w9B848g9EbD0/dvmmyWCysZRbr3WDZZ2aHcHZ66q76NXYl6dvCuKLf4/wwrxg6lZ1o0kNjxI4OLkctX+WLQt2RPDC/N2kZ+VS08uZKQ+0pmG1ilfSvpKLPV8OaUnXrd6M/20P87dHcPpMJl/d1woXhzKbjhARkXKizP0nMgyDF154gfj4eCZNmoSdnZ21Q5Ir+GlrOJnZuTSu7k6rmpWKfX8mk4nX72jMxmOn2Rwax09bwxncrmax71dEREREREREyobDp5IZMXMLmdm59Grkw4TbG2M6+g/8eC/kZoFvU7h3TqFLkpcosy34t7U8bnwB0hIgZJUlSX5sJSQctyTOI3fAhi/PJspbQLVmlrHJfZuCT+NLepWP7lmP4IhEVh6MYeSsbfzxVGcqudhb4wgrLLV/li1ZObm8vXg/M9aFAnBj/Sp8NqglHs4V9/dmMpkY1LYmVd0ceWL2dlYdimHI1I18O6wtlcvpOOsiIlI2lLnE+Guvvcb27dtZunQpNjYqv1JaGYbBrI3HARjaMaDExpHxq+TM2Jvr8eaf+3ln8X56NKxarCXcRURERERERKRsOBGfytBvN5OUnk3rWpX4fHBLzBiw9CVLUrxBX7jrG7B3sXaohePkCY3usDwAEk/A8Q1wfJ3lEXsIIrdbHheqFAC+zaBGK6jRGnO1Fnw2qCW3T1rL8dOpjJq7g+8eaodZVflKjNo/y47cXIPHftjGvweiAXj6piBG96ynz8tZ3RtU5cdH2vPwd1vYdSKRAV9v4PuH2+Hv5Wzt0EREpIIqU4nxzZs3895773HkyBFdFJZyx0+nciI+DXuzDf2aVy/RfQ/rFMCCnRHsiUjijUX7+WJwyxLdv4iIiIiIiIiULrvCE3h81jYiE9OpXcWFaQ+2wdHObBmbO+YAOHjAnV+V3aT45Xj4QbN7LA+wJMrDNsKpvZZx1E/ugeRIiA+1PPb/blnOZMaj2SCm3f0st884wprDsXyw9CAv9GlgrSOpUNT+WbZ8uy6Efw9E42hnw2f3tqR3Y19rh1TqtKxZiV8f78SD0zcTEpvCXZPXM/OhdjSqXvHKzIuIiPWVqaur119/nbZt2/Ldd9/Rp08fevfuzcaNG60dllzGrhMJADSs7o6TvblE921rtuHdu5phY4I/dkWy4mB0ie5fREREREREREqHjOwc3ly0jzu/WpeXFJ89or2lNLhhwNpPLQu2fxQcy/lY2h5+0HQA9HwN7vsFnt0P/wuBB3+Hm1+HRneCR00wcmDXj9Rd8iAf968DwNerjrI4OMq68VcQav8sOw6cTOL9JQcBeKVvIyXFr6JOFVfmP9GJBr5uxCRnMGjKBtYfjbV2WCIiUgGVmcR4SkoKf//9N35+fowaNYrff/8dNzc3unfvTkhIyGXXycjIICkp6aKHlIzdJxIBaO5nnS+VTWp48PANgQC8/NseUjOzrRKHiIiIiIiIiFjHsZgz3PXVeqatDcEwoH/LGvw6shPVPJwsC4RvtpQVNztA+5HWDdZanL2gdje44RkYOBPGBMOIf8HVB6L30ufQBB7tEgDAc7/sYskeJceLU0HbP9X2aT3pWTmMnruTzJxcejSoypB2Na0dUqnn4+7IT491pH2gF8kZ2Qz7dgt/7tY5RURESlaZSYwfO3aMzMxMBg4ciIeHB3Z2drz55pukp6fzxRdfXHadd955Bw8Pj7yHv79/CUddce0+22O8mZ+n1WIYc3M9ang6EZGQxqfLD1stDhEREREREREpOYZh8MvWcPp+sZa9kUlUcrZj2oNt+GRQC7xc7M8vuPEry89mA8HF2zrBlkZ+rWHQLDDbw4FFjHP6nS51vUnNzGHkrO28OD9YHRCKSUHbP9X2aT0fLTvIgZPJeLva896AZphMGlM8Pzyc7Jj5cDv6NPElMyeXp+ZsZ+b6UGuHJSIiFUiZSYyfOXMGABeX82M9NWjQAD8/Pw4dOnTZdV588UUSExPzHuHh4SUSa0WXnZPLngjLHarW6jEO4OJgy5t3NgFg+toQ9kYmWi0WERERERERESl+SelZjJq7k+d/3U1qZg4da1fmr2e60rORz8ULJoSdH1O7w+MlH2hp598O+n4CgHn1u3zbOZHHutXGZII5m8Po+8Va9kSonaWoFbT9U22f1rHuSCxT11h68L93dzO8XR2sHFHZ4mhn5sshrXigQy0MA177fS8fLD2AYRjWDk1ERCqAMpMY9/PzAyAuLu6i6b6+vnh5eV12HQcHB9zd3S96SPE7EnOGtKwcXOzN1K7iatVYujeoym3NqpGTa/DSb3vIzdUFloiIiIiIiEh5tD0snls/W8MfuyIx25h4vnd9Zo1oj6+H46ULb54KRi4EdgOfxiUfbFnQ8n5oMxwAu99G8GKdMGYNb4+PuwPHYlLo/9U6pq4+praWIlTQ9k+1fZa8xNQsnv15FwBD2tekR0Ofa6whl2O2MfH6HY15rlc9ACatOMoHSw9aOSoREakIykxi3N/fn6ZNm7Jhw4aLpsfFxdGjRw8rRSWXszvccsdwkxoemG2sX0botb6NcLE3szM8gQU7I6wdjohUQGvXrqVPnz6YTCbuvvvuqy7buHFjTCYTEyZM4MiRIwXaT0pKCpMnT6ZRo0asXLkyb3r//v0ZM2ZMYUIvkEmTJvHMM89Qu3ZtHn30UbKysop9n/915MgRXnrpJRwdHalRowaxsbEXzY+Ojuarr77CwcGBp556iuDgYObNm0erVq0wmUz07NmTuXPnXrJdk8lE48aN6d27N+3atcNkMtG2bVtuueUWmjZtislk4tChQ8yYMYNatWphMpm4//772bZtGwBhYWG89dZbmM1m7O3tef/994mMjLzsMTz44IOkpKQU/ZsjUoJ03is5Ou+JiEBOrsGkFUe45+sNnIhPw6+SE7+M7MiT3YMu3y4RvR+2zrA87/BEyQZb1tzyDvi3h/RE+HEgNxz5mCVPdaBXIx+ycgzeWryfoTM2E52Ubu1IywW1f5ZuhmHw0oJgTialE+jtwsu3NbR2SGWayWTiqZvq8sbZip9frTzKlFVHrRyViBSG2gBKjtoAioBRhvz111+Gt7e3ERMTYxiGYWzZssVo3LixkZmZma/1ExMTDcBITEwszjArvPHzdxu1xi0y3vpzn7VDyfPViiNGrXGLjLZv/m2cSc+ydjgichlpaWnGvn37jLS0NGuHUiyCg4MNwDCbzcbx48cvu8yKFSsMwPDy8irUPuLi4oxZs2YZgLFixYq86R9//LExe/bsQm0zv2bMmGEMHTrUMAzL/2cfHx/j6NGjxbrPq5k2bZoBGLfeequRm5t7yfy2bdsaqampea+//PJLAzB27tx52e0NGTIk7/m539Pff/+dN2306NFGSEiIYRiGMW7cuCteb7Ro0cLo0KHDFeOOiIgwbG1tjenTp1/zGM+51mdH1z/Wk5/3vjyf+3TeK1kV6bxnGOX7syMiBXMyMc0Y/M0Go9a4RUatcYuMJ2dvMxLTrtJOlHDCMD5qaBivuRvG9N6GkZNTcsGWVVnphrF4nOU9e83dML7uauTGHjFmbQw16r+82Kg1bpHR8vVlxvJ9Jw3D0PXn9bqe9k+998Xrt+0njFrjFhm1X/zT2BkWb+1wypXJK4/kncd/3HT57w4i5UF5/h6jNoCSpTaAixXkGqjM9BgHuOWWW5g0aRKPPfYYb7zxBlOmTGHJkiXY2dlZOzS5wO4Tlh7jzaw4vvh/Pdw5gFqVnYlOzuCrlQW7C0lEpCi4urrStWtXDMNg8uTJl11m8uTJdO3aFScnp0Lto1KlSnTs2PGS6WPGjGHIkCGF2mZ+fffdd/j7+wPQpk0bTp48Se3atYt1n1dTp04dqlatyuLFi/n4448vme/s7HzR+3xuDL8Lx/K70KOPPnrV/Y0cORIHB8u4co6Ojnn7+C8XF5e85S5n+vTpuLq6MnXq1KvuT6Qs0HmvZOm8J1IxVbQS1sv2nqT/V+t4YPomvl51lB82HueWT1ez/uhpnOzMvD+gGV8Mbom74xXaidLiYdbdkBQB3vXg3h/Bpkw1jVmHrQP0eRfunQNOlSBqJ6YpXbnPaTOLnu5Mw2ruxKVkMnzmVsb9upuP/lY55Ouh9s/S6UR8Kq8s2APA6B51ae7vad2AypmR3erw+I11ABj/WzCLdl++l6GIlF5qAyhZagMovDJ39T9w4EDmzZvHK6+8wtSpU/PG3pHSISM7hwMnkwBo7udp3WAu4GBr5qVbLeWNpq4JIex0qpUjEpGKKDAwkFtvvZVp06aRnn5xqcHIyEiysrIIDAy8rn3YWKlh78SJE5jNZqvs+0oeffRRunfvzosvvsiWLVuua1vdunW76vz69etTrVq169pHbm4uGzduZOLEiWzcuJE9e/Zc1/ZESgOd90qWznsiFcsHSw8Q9NJiun2wgveWHOBEfPn+nvvL1nAe/WEbO8ISWHM4lnf/OsArC/YQn5pFo2ruLBrVmYFt/DGZrjCkW1YazBkCMfvBrRrcPw+cLx2zWa6iwa0wch3U7ASZZ2D+CII2vMCCR5ozvLPl//lPW8OZsTbUunGWA2r/LF1ycg3G/ryL5IxsWtX0zEvgStH6X+/6DGlfE8OAMT/tZOXBaGuHJCIFpDaAkqU2gMIpc4lxKd32RyWTlWNQydkOv0qFu+unuNzcyIcudb3JzM7lrcX7rB2OiOSXYUBmSul5GNfXK+epp54iNjb2krFcpkyZwmOPPXbZdUJCQnj++ed54IEHaNy4Me+8885F8z/99FOGDh3Kk08+yf/+97+L5q1evZp77rmHESNG5E3bvn079957Ly+//DIdOnRg/PjxgGWcnq+++orGjRuzfPlyxo0bh7u7Ox07diQ+Pv6ysW3bto0RI0Zw6tQpfv/9d0aMGMHq1auZPXs2nTp1Ytq0aQwZMgRvb28OHrT0HJk2bRqjRo1ixIgRdOjQgSVLlgCQmZnJrFmz6NChAzNnzmTy5Mn4+fkREBDAunXrOHDgAB07dsTZ2ZnHH3/8mu+12Wzmxx9/pHLlytx7770kJSVdcx1r+uuvv+jXrx9Dhw7FxcWFadOmWTsksZbSdt67znOfzns6712JznsihbfteBxfrTxKrgHHT6cyeeVRury/gpE/bGNvZKK1wytyp5LSmfiH5Xv84Hb+TLy9Md3qVaFzkDdjetbjtyc7UaeK65U3kJsD80ZA2Hpw8LAkxT1rllD05YxHDRj6B3R7ATDBjlk4fNuDV1plMPuBhrxQ5zhT/P+2dpQiReqb1cfYHBKHi72ZTwa1wNasJvXiYDKZeOOOJvRtVo2sHIORs7axNTTO2mGJlIzS1g6gNoA8agMoOqWlDcDWKnuVcmv3iQQAmvl5XvkubSsxmUy80rcRfT5bw9K9p1h3JJYbgrytHZaIXEtWKrxd3dpRnDc+EuwvX3ImP3r16kXdunX54osvGDZsGABZWVmsWLGCCRMmMGfOnIuWz8rK4tVXX2XGjBnY2tqybt06OnfujL+/P/fffz+ff/45f//9N3/++ScA77zzDr/88kve+pUrV2bDhg307Nkzb9rdd9/Niy++yKOPPkq3bt3o1asX999/P9WqVaNGjRrs27ePmTNnMmrUKAYPHkyHDh2YNm0azz///CXH07p1a6ZNm8by5cu5/fbbmTBhAmfOnCE1NZUNGzbg5ubG2LFjsbW1xcPDg2+++YalS5cyb948AH799Vf69evH6tWrad68OVWrVmXTpk0EBgYyfPhwNm3axM0338zIkSMZNmwY8+bNY9myZTz00EM89NBDtGvX7qrvt6+vL3PmzKFnz548+uijl1yUlyZz585l8uTJuLq6MnjwYH744Qfee++9q5YfkkutWLGCSZMm4e3tjaOjIx988MEVy05+8MEHfPHFF6SkpHDrrbfy6aefUrly5YuW+eKLL9i4cSMmk4lu3brxyCOPFP9BlLbzHlzXuU/nPZ33rkTnPZHCyc7JZfz8PRgG9GxYlbtb+TF7Uxhrj8SyZO9Jluw9Sc+GPozqEUSzUlTJ7Xq8vmgfZzKyaeHvyVt3NsXGxsTQTgH5W9kw4K9xcGARmO1h8I/g07hY4y33zLbQ/UUI6AzzH4HYQ/DNjdwA3AAkZVSsEv9Svu2JSOTjs8MDvHZ7Y2pVLnx7gFyb2cbExwNbcCYjm5UHY3jouy389GhHGlV3t3ZoIsWrtLUDqA0gj9oAik5paQPQ7W1SpHaFW+5Mb16Kxhe/UD0fNx7oUAuA1//YR3ZOrpUjEpGKxmQy8cQTT7B9+3Y2bNgAwPz58+nfv/9lbyiaO3cuISEhvPnmm0yYMIGlS5fSrVs3IiMjSU5O5uWXX+aJJ57IW75///4Xrd+4cWMCAgIumnbXXXfRvXt3AKpUqQJAbGwslSpVomnTpgA89NBDtG3blhYtWtC0aVMOHz6c72N0dXWlV69eANx666307t2b77//Hm9vb1599VUGDBiQt+yAAQOoV68er776Ks7Oztx0000A9O7dm549e1KjRg369etHcnIyzz77LNWrV2fw4MEA+Y7pxhtvZMKECfz0008lOn7N8OHDGTZs2EWPK8V84sQJqlSpgqurpafTE088QVxcHPPnzy+xeMuD4OBghgwZwtdff83XX3+NYRg8++yzl112xowZrF+/nvfee49HHnmEuXPnMmjQoIuWmTZtGnPnzmX27Nl8//33TJ48Oe+LjeSfzns6712Oznsihffz1hMcPJWMp7MdH97TnD5NqzFrRHv+HtOVO1pUx8YEy/ef4vYv1/HM3B1EJaZZO+TrsupQDH/ujsLGBG/1b4KNTQFvwt84GbZMBUxw1zeWZK4UjcAultLqDfuB6Wxp0UqB0HywdeMSKSLpWTmM/mknWTkGtzT25Z7WKmlfEuxtbZh8X2vaBlQiOT2bB7/dREhsirXDEpF8UhuA2gAupzS1AajHuBSpC3uMl1ZjetZj4c4IDp5K5sfNYTzYMcDaIYnI1dg5W+5SLC3snK97E8OGDePll1/miy++oGPHjsyYMeOKd/MFBwfTpEkTJkyYcMm8v/76i+TkZGrVqpU3zdHR8ZLlbG0v/nf/0UcfsXv3bl588cW8cXlycy03Cp17feF4PS4uLmRmZhboGM+t7+Fx/kapffv2cerUqYumgeXOy99///2ysQI4OV08NMe5uwizsrLyHc9LL73EunXreOaZZ+jUqVO+17se06dPv+R4One+fEPs9OnTCQkJybuTFix3vE6dOjXvYliubfz48fTo0QNvb0tFmAceeID27dszevRoateufdGyYWFhzJ8/H5PJxODBg3F1deWVV17h2LFj1K5dm7S0NMaPH8/bb78NWP6mhwwZwvPPP89dd91VvJVxStt5D6773Kfzns57l1tW5z2RgjuTkc3Hfx8C4JkedfF0ts+bV9fHjc/ubcmoHnWZ9O8RftsZwcKdkSzbe4onu9dhRJfaONqVrnERryU+JZOXfgsGYFinQBpXL+BN+PsXwVJL6Uxufh0a97/68lJwLpVh0CzIzoCMZHDxhqQk4BtrRyZy3d796wBHos9Qxc2Bt+9qWuqqY5ZnTvZmpg1ty+BvNrIvKon7p23i18c7Us2jdA3dKVJkSls7gNoArkltAGW3DUCJcSkyZzKyORJzBoBm/qWzxziAh7MdY3vV55UFe/ho2SH6NatOJRf7a68oItZhMl1X6fLSyNPTk/vuu48ZM2YwbNgwatasiaen52WXzcjIYNu2bZdMj42N5cwZyzn3SmPgXMn777/P3r17mTJlCidPnsxL/JWUqKioi177+vpesdR1UTGZTPzwww+0bNmSQYMG4eJSsL+pmJiYvDtMi1pOTg779+/nt99+u2j6Z599xpgxYzhy5AhBQUHFsu/yJDk5mSVLlvDee+/lTWva1NJ4NW/evEvKYT322GMXNWz169ePV155hbi4OGrXrs2qVauIiYmhVatWecu0aNGCkJAQtm7dStu2bYvvYHTe03mvCOi8J1I+TVl1lNgzGQRUdua+9rUuu0ydKq58PKgFD90QyMQ/9rL1eDwfLjvEvO0RvHd3M9oFepVw1IWTlpnD47O3cSI+Db9KTozpEQjrv4Bt30Hju6DLs2B3acNonojtlnHFMaDNw9Dp6ZIKvWKydbA8RMqJVYdi+G59KAAf3tMcL7UdljgPJztmPtyOgVM2EBKbwv3TNvHLyE76XUj5VM7aAdQGoDaAC5W2NgCVUpcisyciEcOAah6OVHW7ypfTUmBwW38a+LqRmJbFZ//kv0SGiEhReeqpp8jKymLQoEE8+eSTV1yucePGbN26lT/++CNvWkJCAr/++iv169cHYPny5Zesd+4uyP+KiIhg3LhxjBs37rJ3WBanevXq4eHhwT///HPR9NOnT+eVESpO3t7e/PTTTxw8eJDNmzfne70DBw4QHBxcbHEtWrSIHj16XDJ9yJAhmM1mpk+fXmz7Lk+2b99Odnb2RWOEOzg44O7uzs6dOy9Z3tfX96LX2dnZuLm50aRJEwA2bdoEcNH2qlatCnDZ7cm16bx3ns57Ou+JXOif/afo9ckqRs/dweFTyVdcLioxjalrjgHwQp8G2NtevUmnqZ8Hv4zsyGf3tsDH3YGQ2BQGTtnAawv3kJKRXaTHUNQSU7O4f/omNh6Lw8XezPQHWuH2xyOw7GU4fQRWvw9ftIKtMyDnMj1pEk/AnHshOw2CekKfDywNziIi+RCXkslzv+wCYFinALrVK55EgVxbFTcHZo1oTzUPR47GpPDYD1vJzNbQmCJlgdoAzlMbQOlqA1BiXIrM+TLqpbe3+Dm2Zhte6dsIgFkbj3PsbE93EZHikpaWRlra+fEdmzZtSpcuXWjcuDHNmze/aLnU1NS81/fddx9+fn4MGjSIcePG8eWXX9K/f3/uvPNOmjVrRo8ePfj4449ZvHgx2dnZ/PnnnwBs27aNU6dOAZa78nJycoDzd1jOnj2bgwcP8uWXXwJw5MgRNm7cmFei578Xl+fWv9rxXRj3ufUzMjLypjk6OjJ+/Hjmz5/Pvn37AEhJSWHFihW8+uqrF+3nwv3l5uZeFI9hGNeM6b/v9zmdOnXinXfeuWT6udiTkpIump6QkMAzzzxzURmgc9u93PYv3Nblyh1lZGSQnp5+0bQPP/yQO++885Jlq1SpQvv27Zk6dWreHbJyZdHR0QB4eV3cC87V1ZXY2Nhrrr9s2TKefvrpvC9Nl9veuXGQrrS9jIwMkpKSLnpUZDrv6bwHOu+JXMv+qCSenrODQ6fOsGBnJIOnbiQ8LvWyy3607BDpWbm0DahE78a+l13mv0wmE3e0qMGyMd0Y1MYfgJkbjtPnszXEJGdcY23riE5KZ+CUDWw7Ho+7oy0zH2xO/c3jYf8fYLaHLs+Bew1IioBFo+HLNrDzR8g5m+zPTLEkxc+cgqqNYcAMMKtgoojkj2EYjJ8fTExyBkFVXXmhTwNrh1Th1fB04ofh7XBztGVLaDyvLNiTd30sIqWH2gDUBgBlpA3AqEASExMNwEhMTLR2KOXSE7O3GbXGLTK+/PewtUPJt4dnbDZqjVtkjJi5xdqhiFR4aWlpxr59+4y0tDRrh1Lk1q9fbwwZMsSoXLmy8e233xoJCQmGYRjGTz/9ZPz444+GYRhGUlKSMX36dMPLy8sAjIkTJxqHD1vOp3v27DG6du1qODo6Gq1atTI2b96ct+2TJ08at99+u+Hk5GS0adPG+Pbbbw1/f3/j3XffNeLi4oxff/3VcHV1Nfz9/Y1///3XMAzDGDFihOHq6mrccsstxtGjR42aNWsavXv3No4fP2488cQTBmAMHjzYOHz4sPHzzz8bHh4ehp+fn/H3339fcmynTp0yJkyYYABGnTp1jLlz5xoJCQnGq6++agBGixYtjBUrVuQtn5uba7z99ttG06ZNjUceecQYNmyYsXbtWsMwDCMlJcWYOHGiARg9e/Y0du7caaxZs8Zo2rSpYWtra0yaNMmIjo42XnnlFQMwbrrpJmPv3r2XxLRs2TKjV69eRu3atY3Zs2cb2dnZlyxzxx135D3/5ZdfjObNmxuAUb16daN79+5Gjx49jA4dOhiurq7GXXfddcm2z8W4ZMmSvHkZGRnGrFmzjICAAAMwnnjiCWPr1q2GYRjG8ePHjc8//9ywt7c37OzsjA8++MA4ceJE3vv9v//9z4iKirooxgULFhhVqlQxAOOWW27J29Z/XeuzU1Guf37++WcDuOTvtHr16sZtt9121XXPnDljdOzYMe+zaRhG3u8mKysrb9qhQ4cMwPjggw8uu53XXnvNAC55XO29L6/nPp33VuQtr/Ne0Z/3DKP8fnakYsnNzTXu+HKtUWvcIqP1G38bvT9ZZdQat8jo/uEKIz4l46Jl1x6OMQJeWGTUGrfI2H48rtD7XHMoxuj49nKj1rhFxsu/BV/vIRS502cyjJs/XmnUGrfIePj1L4zTvzxjGB81NIzX3A3jNQ/DCP7VsmBmmmFs+Mow3g86O8/dMD5vbRg7fjSMHwdbXr9fxzDij1vzcCqsinL9WRrpvb9+P20JM2qNW2QEjf/TCD6RcO0VpMSsOHDKCDz7v3D6mmPWDkekUMrr9xi1AazIW15tANZpAyjINZDJMCrO7VVJSUl4eHiQmJiIu7u7tcMpd7q8/y/hcWnMGt6eznW9rR1OvhyJPkPvT1eTk2sw55EOdKxT+doriUixSE9PJyQkhMDAwBIvcyNSll3rs1NRrn/WrVtH586d+fXXX7n77rvzpnt4eHDXXXcxY8aMK647duxYBg4cSIcOHfKmvfXWW7z88svExsbmlVPfsWMHrVq14rvvvmPo0KGXbCcjI+OiO4WTkpLw9/e/6nuvc59I4eizI+XB2sOx3D99Ew62NqwZ1x3DgP6T1hGZmE67QC9mDW+Pva0NO8LiuW/aJlIzc7i7lR8fDWx+7Y1fSU4WJ+c+zcmDm3gy+1l+fLY/tSoXz3iWx2LOsCkkjhqeTnSqUxlb89WLFialZzFk6kb2RCTxnMtinsqZdX6mSxW482uo2/PilTJTYPNUWPcppF0w9qTZHob9Cf7tiu6AJN8qyvVnaaT3/vqEnU6lz2erScnMYdwtDXj8xjrWDkn+Y9qaY7z5535sTDDjoXYqcy9ljr7HiBROUbZ/qpS6FIm4lEzC4yxlFZqWgVLq5wRVdWVIu5oAvLV4H7m5FeY+ERERkXKlYcOG2NnZ5ZVAB0vJp6SkJNq1u3Kj+Ny5c2natOlFSXEgr8zXhds7efIkwBW3d25M8wsfIiIiV/LlisMADG5Xk6pujvi4OzLjoXa4OdiyOSSOCX/sZX9UEsNmbCE1M4fOQd681b9J4XeYkwXzhuN7eA4tbI7xrHkO36w+VkRHc8Fucg3eWbyfmz5axYvzg3nw2820f/sfXv9jH1GJly/HmJmdy6Pfb2VPRBKjnf46nxRvcjcMngujgy9NigPYu0Dn0fDMbuj+ElRtBDVaw8DvlRQXkQLJzsllzM87ScnMoV2gF492rW3tkOQyhncO5J7WfuQa8NSP2zmq4TFFRKSAlBiXInFufPFAbxc8nOysG0wBje5ZFzcHW/ZEJPHbjghrhyMiIiKF4OXlRZ8+fdi0aVPetODgYOzt7enXr99l11mzZg1Hjx7loYceypt2LhHeu3dvvL29L9leo0aNaNiwYTEdhYiIVBTbjsex8VgcdmbTRcmX+r5ufDa4BSYT/LgpjP5frSMxLYtWNT355sHWONqZC7fDs0lx9i0EGzsMTNxlXsuh7SuJS8ksoqOC3FyDZ3/eyZSzCfd2gV54udhzOiWTb9eF0O39lby8IPii8c0Nw+DVhXvYeCyOYfYrGG38YJlx08sw4Fuo3wfsnK6+Y0d36PY/eGIDPPKvZR0RkQKYvPIo247H4+Zgy8cDm2O2MVk7JLkMk8nEm/2b0LpWJZLTs3lk5lYSUy8d41ZERORKlBiXIrH7RCIAzcpQb/FzKrs68ORNQQB8sPQgaZk5Vo5IRERECuPll19m+fLlpKVZeqPNnDmTZ555Bj8/P1avXk2bNm1ISEgAYNu2bbzyyiu0bt2aJUuW8NdffzF9+nTeeecdAOzs7HjxxReZP38+ANnZ2cyZM4f33nvPKscmIiLly5f/HgHgrpZ+VPe8OOl7UwMfJt7eGID0rFwaVnNnxkPtcLa3LdzOLkyKm+3h3tnQ/F4A/mf6nk7vLqf/V+t4deEeft4azv6oJLJzcgu8G8MweHnhHhbsjMTWxsRn97bg5xFt2NzvNH91DeOmWnZk5uQya2MYN324kulrQ8jKyWX62hDmbgnndvN6XrOZZtlY57HQ9fnCHa+ISAHtDE/g038sVTzeuLMJfpWcrRyRXI2DrZmv729NdQ9HjsWm8NSc7YX6vyUiIhVTIb9ViVzsXI/xZn6eVo2jsIZ1CuCHDceJSEhj6ppjjOpR19ohiYiISAG1bduWL774guHDh1O5cmUqVarE66+/DkBiYiKhoaEkJSURExPDzTffTHx8PKtWrbpoG7/++mve87Fjx5KUlMTIkSNJT09n3Lhx9O3bt0SPSUREyp9FuyNZcTAGGxNXHL/2wY4BeLnYs+7IaZ7tVa/wldn+mxQfNAvq9cbk25ScPQtoyyH6Zy1nTlgPdoQl5K3m7mjLG3c24Y4WNfK1G8MweHvxfn7cFIaNCT4Z1IJ+QfYw9SZsT+6mIfCtrSMnmw/gfzG9WR0Jbyzax8z1oYTFpdLdZgef2n+NyTCgzXDo8WrhjldEpIBSM7MZ89NOcnIN+jarxh0tqls7JMmHKm4OTB3ahgGTN7DmcCxvLd7Pa/0aWzssEREpA5QYl+tmGAa7zvYYb14Ge4wDONqZeaFPA56es4OvVx3l3rb+VHV3tHZYIiIiUkD9+/enf//+l0zv168fsbGxea/j4uLytb0JEyYUVWgiIiJEJqQxfn4wAE92DyLA2+WKy/ZtVp2+za4jQWMY8PvTlyTFAXCvjrnrs7DiTd6xm86QVlX53fF2giMS2RuRRFJ6Ns/M3cmW0Dhe6dsIB9uLS7jHp2RyOPoMUYlpRCdlsD8qiflnhyZ7965m9GtWDeYMhpO7wakSuFWH6L34HpzFTPsF7G4+nEcPtSMsLpX6pjCmOH6BTW42NL0Hbv0QTCphLCIl480/9xMSm0I1D0feurMpJp1/yozG1T34eGBzHp+9nRnrQmng68agtjWtHZaIiJRySozLdTuZlE5McgZmGxONq5fNxDhA32bV+HZdCDvCEvho2SHeG9DM2iGJiIiIiIhIOWEZf3sXSenZNPf3LP5KZf++AbvmgMkMA78/nxQ/p8uzkBIDm6fQNPgdmnbJgkdeJseAT5cf4ot/jzBrYxi7TyQy5uZ6RCakse5ILNuPJ3AyKf2yu3ytXyMGtvWHbd/Bob8sCfmhi8CnMYSugeUTMEVso/nBz1jvUZNFtYbSI3oG9qnpENgN7pwMNhr1T0RKxj/7T/HjpjAAPrqnOR7OhazOIVbTp2k1xvSsxyfLD/Hygj0EervSLtDL2mGJiEgppsS4XLdd4Zbe4nWruuJkb77G0qWXyWTi5dsacvfkDfy8LZxhNwTQsJq7tcMSERERERGRcmDqmmNsOHYaZ3sznw5qgZ25GBPAm6fCmo8sz/t9BvX7XLqMjQ30eQ9cq8C/b8KaDyElBnPfT3i2V31a1arEmJ92svtEIg/N2HLJ6n6VnPCr5ISPuyOVnO3pULsytzTxhdNHYcl4y0I9XgXfJpbngV1h+HII/gWWT8CcGMYdiW9Y5nnWggEzwKyklIiUjJjkDP73624AHukSSKcgbytHJIU1qkcQh04l82dwFI/P2saiUZ2p5uFk7bBERKSUUmJcrtu58cWbl9HxxS/UupYXtzWrxp+7o3h78X6+f7idSiiJlDDDMKwdgkiZos9M+aDfo0jB6DMjZc2eiEQ+XHYQgFf7NiLwKiXUr9ve32Dx85bn3V+CVg9ceVmTCbo+D87e8OdY2D4T0uLgrml0r1+VP0d14f0lB9gflYSnsz2dg7zpULsyDau54eZ4mSS2YcCiMZCVAgFdoMOTF8+3sYHmg6BhX1jxNmyYBO41YOjv4FK56N4DEZGrMAyDF+bt5nRKJg183Xiud31rhyTXwWQy8eE9zQmJTWFfVBKj5uxgziMdsC3OG9BErpO+z4gUTFF+ZpQYl+sWHGHpMd7Mv+yWUb/QC7c04O+9p1hzOJaVh2LoXr+qtUMSqRDs7OwwmUykpKTg5KQ7e0XyKzU1FbB8hqTsOfd7S01N1blPpABSUlIwmUw690mZkJaZw+ifdpKVY9CrkQ+D2vpf/0YNw9IzO2IbxIdAfCjEH4fsdIjcblmm9TBL0js/2jwEzl4wbwTs/wNmD4B7f6SGpzuf3dsy/3EdWAQhq8DsALd/ceWy6PYu0PstaP+YZQxyB7f870NE5Dot3BnJPweisTfb8Om9LXCwLbsVMMXCyd7MV/e1ou8Xa9kSGs+Hyw7xQp8G1g5L5BJqAxApnKJsA1BiXK5bSGwKAPV8yscXWX8vZ4bdEMA3q4/x1p/76RLkrTsMRUqA2WzGw8ODmJgYMjIycHd3x9bWVlUbRK7AMAxSU1OJjo7G09MTs1mNOWWR2WzG09OT6OhoAJydnXXeE7kCwzDIzs4mKSmJpKQknfukzPhg6UGORJ+hqpsD797d7PrO8xlnYOU7sGc+JEdeYSETtHsEer9j6RGeX43usCSp5wyxjAf+3W1w/zxwzefN4llpsPRsCfUbRoFX4LXX8ayZ//hERIqAYRh8veooAE/fFEQDXw2jWF4EeLvw3t3NePLH7Xy96ijtAitxUwMfa4clchG1AYjkX3G1ASgxLtclJ9fgVFI6ANU9y88dTk92D+KXreEciT7D3C3h3N+hlrVDEqkQfH19cXJyIjo6mqSkJGuHI1ImeHp64uvra+0w5Dqc+/2d+2IsIldnNpupVq0aHh7lo2KVlG97IhL5bn0IAO8NaIaXi33hNxZ3DGYNgDhLQgezPdRoDd51oVKAZZxuGzN41wefRoXbR2BXGLbI0mP85G6Y3gse+C1/Se61n0JCmKU0eucxhdu/iEgxW3M4lgMnk3GxN/NgpwBrhyNF7LZm1dgcUouZG44z9udd/DmqCzXKUZu1lA9qAxApmKJuA1BiXK5L7JkMsnIMbEzg4+Zg7XCKjIeTHaN71uO13/fyyd+HuKNF9cuPnyYiRcpkMuHp6YmHhwc5OTlkZ2dbOySRUs3Ozk69JcsBk8lEtWrVqFq1KllZWdYOR6RUs7W1xWw2q1eFlAm5uQYvL9hDrmFpqL+uYbpO7YUf+sOZU5bEc5/3IKgn2BVDY3/1FvDwUsv+4kPg296WnuO+TS+/fHYm/P0KbPra8vrm1y2l0kVESqGpa44BMLCtPx5Oausrj8bf1pAd4QnsPpHI0z9u56fHOmKnaqBSiqgNQCT/iqMNQIlxuS6RCWkA+Lo7lrty40Pa12TmhlCOxaTw1cqjjLtF49KIlBSTyYStrS22tvo3JSIVh9ls1o0OIiLlyJwtYewMT8DVwZZX+xayBzdA+BZLD+70BKja2NKD262YS8NWrgPDl8Gsu+HUHphxq2W88txsyEiC3BxLAt27PvwxyjLWOUDnsdDk7uKNTUSkkA6eTGbN4VhsTPDwDfmohCFlkoOtmUlDWnHr52vYHpbA+0sO8NJt1/F/WKSYqA1AxDqUcZDrEplgKaNerRyWpLEz2zC+T0NGfL+V6WtDuK99TfwqOVs7LBERERERESnlktKz+GDpQQDG3lwPH3fHq69gGJZS6aFr4PRRyM4AW3vISoedsyErFfzawX0/W8YBLwluvjDsT5gzGMLWW3qFX4mjJ/SfAvVvKZnYREQKYdrZ3uK3NPHF30ttfOWZv5czHwxozshZ25i6JoR2gZW5uZHGGxcRESXG5Tqd6zFensYXv1CPhlXpWLsyG46d5oOlB/ns3pbWDklERERERERKuamrj5GQmkVQVVce7FjryguGbYIdP8CxVZAYduXl6twEg2aVfIlyJ094YD6sfNcytrmDu+WRmwWhayHmAFRvBfd8B5WucpwiIlYWnZzOwp2RAIzoUtvK0UhJuKWJLw/fEMi360J49ued/Dmqi26IEBERJcbl+kQmnkuMX+Pu9zLKZDLx0m0N6fflWhbujOShGwJp4e9p7bBERERERESklIo9k8H0tSEAPNer3uWHHYsLgSUvwqG/zk+zsQP/9paxvO2dLb3GbWwtrxvebulBbg12TnDzxMvPS4yw9Cy3URlQESndvl9/nMycXFrXqkSrmiVUeUOs7oU+DdgeFs/O8ASe+nE7v4zshL1t+RoOVERECkaJcbkueT3GPcpnj3GAJjU8uLuVH79uO8Gbi/bxy8iOmEwma4clIiIiIiIipdCkFUdIzcyhmZ8HvRv7XjwzNQ42ToZ1n0FOBpjM0GIwNOoPtTqWfI/w6+VRw9oRiIhcU2pmNrM2HQfgkS4aW7wisbe14cshLbnt87XsOpHIO3/t57V+ja0dloiIWJFuj5LrEpVoGWO8vJZSP+e5XvVxsjOz9Xg8S/actHY4IiIiIiIiUgpFJqQxe6OlJPrzveufv6k6Nxc2TYFPm8Lq9y1J8cBu8MQGuGMS1O1Z9pLiIiJlxLztESSkZlHTy5mbG/leewUpV/wqOfPxwOYAzFgXyoqD0VaOSERErEmJcbku53qMV/Mon6XUz/H1cOSRrpbxh9756wAZ2TlWjkhERERERERKm+lrQ8jMyaVdoBedg7wtE+NC4Ltb4a//QeYZ8GkK98yEBxdClfrWDVhEpJzLzTX49uzwFg/fEIDZRlUgK6IeDX0Y1ikAgOd/2c3pMxnWDUhERKxGiXEptPSsHGLPZAJQo5z3GAd4rGttqro5EBaXyg8bjls7HBERERERESlFElOzmLPZ0lv8iRvrWHqLh2+GaT0gbAPYu8JtH8Fjq6HxnaAhukREit3y/acIiU3B3dGWe9r4WzscsaIX+jSgno8rsWcyGDcvGMMwrB2SiIhYgRLjUmgnz5ZRd7Iz4+lsZ+Voip+Lgy3P9bLczf/5P4eJT8m0ckQiIiIiIiJSWvywMZTUzBwa+LrRrV4ViNwJP9wFqaehWgtL2fS2I8BGTTEiIiVl2hpLb/H7OtTCxcHWytGINTnamfl0UEvszTYs33+KuVvCrR2SiIhYgb6NSaHllVH3dDw/blo5d3drPxr4upGUns1n/xy2djgiIiIiIiJSCqRn5fDd+lAARnarg+n0UZh1N2QmQ63O8NBi8Kxp3SBFRCqYXeEJbA6Nw85syiujLRVbo+ruPNe7HgCv/7GPYzFnrByRiIiUNCXGpdAizibGK0IZ9XPMNiZevq0RALM2HtfFk4iIiIiIiPDLthPEnsmkhqcTt9V1hFn9ITUWqjWHwXPA3sXaIYqIVDjTzo4t3q9ZdXzcHa0cjZQWIzrXplOdyqRl5TDmp51k5eRaOyQRESlBSoxLoUWdLaVe3aPiJMYBOtf15qYGVcnONXj3rwPWDkdERERERESs6ExGNp8tPwTAI50DsFs8BhLCoFIA3DcPHN2tG6CISAUUkZDG4uAoAEZ0qW3laKQ0sbEx8dHA5rg72rLrRCKfqyqoiEiFosS4FNqFpdQrmvG3NsBsY2LZvlNsPHba2uGIiIiIiIiIlUxeeYTYM5kEertwv+Na2LcQbGxhwLfgWsXa4YmIVEgz1oaQk2twQ1BlGlXXDUpysWoeTrx9V1MAJq04wpbQOCtHJCIiJaXMJcYzMjKoVq0aJpMJk8mEl5cXqamp1g6rQoo812O8ApVSPyeoqhuD2/kD8Oaf+8jNNawckYiIiIiIiJS0E/GpTF1jKdX7ehcXbJe+YJnR/SWo0dqKkYlIWab2z+uTlJ7F3C3hgHqLy5X1bVadu1rVINeAMT/tJDk9y9ohiYhICbC1dgAFNXPmTO6//358fHwAaNCgAc7OzlaOqmKKrIBjjF9odM96LNwRyZ6IJBbsjOCuVn7WDklERERERERK0PtLDpKZnUuH2l50TlgAWSlQsxPc8Iy1QxORMkztn9fn5y3hnMnIpm5VV26sp8odcmUTb2/M5pA4TsSn8drve/l4YAtrhyQiIsWsTCXGc3Nz+ffff5k7d661Q6nwDMM4X0rdo+KVUgfwdnXgie5BvLfkAO8vOcgtTXxxti9THykREREREREppL2Rify+KxKAl/vUx/TzQ5YZnZ4CG7MVIxORskztn9cnOyeXGetCARjeORCTyWTdgKRUc3O049NBLRg4ZQPzt0fQq5EvtzTxtXZYIiJSjMpUKfUFCxawaNEi+vTpw++//27tcCq0pLRsUjNzgIpZSv2ch24IwN/LiZNJ6Xy98qi1wxEREREREZES8uHSgwD0a16dJtl7ITkKHD0gqKeVIxORskztn9dn8Z6TRCSk4e1qz50ta1g7HCkD2gR48Vi3OgC8vCCYuJRMK0ckIiLFqUwlxkNDQ+nYsSOrV6/mjjvu4KGHHiI3N9faYVVIEWd7i3u52ONoV3HvhHe0M/PSrY0AmLL6GOFxGu9JRERERESkvNsSGseKgzGYbUyMvbke7J1vmdGwH9g6WDc4ESnT1P5ZeIZhMG3NMQAe6BBQodsspWBG96xLPR9XYs9k8urCPdYOR0REilGZSoyPHTuWv//+m6ioKB555BG+++47Pvvssysun5GRQVJS0kUPKRpRiZbEeHXPillG/UK9G/vQqU5lMrJzefevA9YOR0RERERERIqRYRh8sMTSW3xgG38CvRxh/x+WmY3vsmJkIlIeFKT9U22fF9scEsfuE4k42Npwf4ea1g5HyhAHWzMf3tMcs42JRbujWBwcZe2QRESkmJSpxPg57u7ufPPNNwwaNIjJkydfcbl33nkHDw+PvIe/v38JRlm+nRtfvLpHxS2jfo7JZOLVfo2wMcGfwVFsPHba2iGJiIiIiIhIIWXl5DJ9bQg/bQkjIfXScqrrj55mc2gc9rY2jOoRBGEbICUGHD0hsGvJBywi5VJ+2j/V9nmxaWtDALi7tR+VXVW9QwqmmZ8nj58tqf7Kgj2cPpNh5YhERKQ4lMnE+Dnjx48nNDT0ivNffPFFEhMT8x7h4eElF1w5F5GQDlTs8cUv1MDXnfva1wJg4h/7yMk1rByRiIiIiIiIFJRhGLy6cC9vLNrHuHnB3PrZmkvGGv1q5REABrf1p5qHE+xbaJnR4DYw25V0yCJSzl2t/VNtn+eFxKawfP8pAB6+IdDK0UhZ9XSPIBr4unE6JZNXF+61djgiIlIMynRiPCgoCD8/vyvOd3BwwN3d/aKHFA2VUr/U2Jvr4eFkx/6oJH7aUnG/iIiIiIiIiJRVC3ZGMGdzWN7ryMR0Xpy/O+/m513hCaw7chpbGxOPdK0Nubmw73fLwo3usEbIIlLOXa39U22f501fewzDgB4NqhJU1dXa4UgZda6kuq2NiT+Do1i0O9LaIYmISBEr04nx7du38/DDD1s7jAopr5S6eoznqeRiz5iedQH4cNlBEtOyrByRiIiIiIiI5FdGdg4fLj0EwJie9Vj0dGdsbUws3XuK+6dtIjQ2hckrjwJwe4vq+FVyhhNb4MxJcHCH2jdaMXoRKa/U/nlt8SmZ/LrtBAAjutS2cjRS1jWp4cET3YMAS0n1mGSVVBcRKU/KTGI8ISGB/v37s3z5cgCOHTvGzJkzGTdunJUjq5giz5ZSr6Yxxi9yX4da1K3qSlxKJp//c9ja4YiIiIiIiJQJP20J4/U/9vHDhlCS061zk/GsjWFEJKTh6+7IY91q06SGB5/e2wJnezMbjp3mxg9XsmTvSQBGnh2DNK+Mer1bwFbj2YrI9VH7Z+HM2nic9KxcmtRwp0NtL2uHI+XAU92DaFjNnfjULF5ZsAfD0LCZIiLlRZlJjDs6OpKSkkLfvn1p1aoV3377LV9++SV2dhq/q6Tl5BqcTLIkxmuox/hF7Mw2vNqvEQAz14dyJDrZyhGJiIiIiEh5FpOcwYoD0WTl5Fo7lEKbszmMcfOC+XZdCK8s3Eund//lg6UHSEjNvPbKRSQ5PYtJKyxjh4/uWRdHOzMAfZtVZ9HTnelWr0resjc38qGejxvk5sC+BZaJjW4vsVhFpPxS+2fBZWTnMHPDcQBGdK6NyWSyckRSHtjb2vDhPc2wtTGxZO9Jft+lkuoiIuWFrbUDyC9HR0eWLVtm7TAEiE5OJyfXwNbGRBU33RH/X13qVqFnQx+W7z/FxD/28f3D7XRRLiIiIiIil/h5Szg7whNo5ufBwDb+mG3y/70hNzubLb+8S9iB7UzKvBXbKnUZ1MafG+tXIaiqa5n5DrIrPIFXF+4BoLm/J2fSszgak8KkFUeZvSmMMT3rMaR9TezMxXtf/6QVR4lLyaROFRcGtL54LN/aVVyZ+XA79kclsTkkjtubV7fMOLoCkiLAqRLU7VWs8YlIxaD2z4JbuDOS2DMZVPNw5LZm1awdjpQjjat78PRNdflk+SEm/L6XzkHeVHZVW7iISFlXZhLjUnqcK6Pu4+5YoIabiuSVvg1ZfTiGNYdjWbLnJH2a6sJcRERERETO23Y8nv/N2w3AnM2QkpGdNy5qelYOiWlZmG1MVHK2v+R7V1REKAkz76N95h7am+AO+5W8cfoB3lp8M28tNlHD04keDatyZ8satPT3LLVJ8qT0LJ6es4OsHINbGvsy+f5WGAb8vf8UHy87xMFTybz2+15+2Hic1/o1okvdKtfeaCEsDo7i61WWscP/d0sDbK+QhG9YzZ2G1dzPT9jxg+Vn04Eqoy4iYgWGYTB9TQgAwzoFFPtNVFLxPNG9Dkv2nmR/VBKvL9rHZ/e2tHZIIiJynZQYlwKLTEgDVEb9ampVdmFk19p8/u8R3li0j271q+Bsr4+biIiIiIhYGvLfXrwfAD9TNPVN4cxcmkDE9r9wiDtIVnY2GdgTZXixz7YRtWv60TbAi54NfTgZ/A8tNoymoSmRM4YTKV6N8Infxht23/E/h/lszq7LiuRm/LGhPd9vOE5tbxceuiGAAa39cbI3W/nIzzMMg5d+20NYXCo1PJ14b0AzTCYTJhP0buxLjwZVmbMlnI+XHeRI9BkemL6ZQW38ealvQ9wd81dSODUzm9DYVMLjU0nNzMbF3hYPJzvq+7rh6WyPYRj8sPE4E//YB1iSKr0b++bvAFJOw4E/Lc9bPVCYt0BERK7T6sOxHDyVjIu9mXvb1bR2OFIO2ZlteO/uptw5aR0Ld0ZyR4vq3NTAx9phiYjIdVCmTgosKtGSGK/m6WjlSEq3x28MYt72CCIS0pi04gjP925g7ZBERERERKQU+HlrONuOx+NmZ7Cq0keYk8ItM+IBE3BB3jfbsGHj8YZsCmnIshUwynY+tqZcjtsGYL53Fn51msCGL2HF27hlJdHDZhs9bLYx0e57Vhot+SWuMxMWtubjvw/xWLc6DOsUkDd+tjXN2x7BH7siMduY+GJISzycLk5225pteKBDLW5vXp2Plx1k5obj/LQ1nFWHYvh8cEvaBXpdcdtxKZm8vXg/v++KJDP78mOvN/f3pJKzHSsPxgBwV8savHxbw/wfQPDPkJsF1ZqDb9P8ryciIkVm2ppjAAxqW/OS/yMiRaWZnyfDOwcydU0IL/+2h2VjK+PqoLSKiEhZpTO4FNi5UurV1WP8qpzszbzarxGP/bCNqatDGNDan0BvF2uHJSIiIiIiVnQiPpU3F1l6i3/SLAzz3vC8eSnOfuRUbYqjiwt2ORkQcxDb04fobN5LZ/PevOUO+/Sh9kPTMDu6WiZ0ehraPQYngyF0DeydjzlqFz1MW+lhv5VwUzU+z+jHh3+lMXvTcV66tRG3NMlnz+hicCopnYl/WI5n7M31aFWz0hWX9XCyY+IdTbitWXX+9+suQk+nMnjqRsbdUp9HutS+pEx8YmoW90/bxL6oJAAqOdvh7+WMm6MtKRk5xJ7J4ER8GrvCEwAwmeCFWxrwaNdLt3VFhgHbz5ZRb6ne4iIi1nDgZBJrDsdiY4KHbgiwdjhSzo29uT5L954iLC6V95cc4PU7mlg7JBERKSQlxqXAIs6WUldi/Np6NfKhW70qrDoUw4Tf9/LdQ21L7fh+IiIiIiJSvBLTshgxcyvJGdm08PekR8InlhndxkHnsbjYXaYq1+mjcGQ5hG/CiA/F1GIIddsMt2R0L2RrD36tLY/OoyH6AOyeC9tm4p8WxQd23/C4/WJeTniQkbPSuKNFdV6/vQkeziXbw85SQj2Y5PRsmvt58FjX2hC1G1a8BZkp0OYhaHL3Jeu1C/Tiz1FdeOm3YBbsjOTtxQfYfSKRD+9pntcD/kxGNkNnbGZfVBLervZ8fX9r2gRc2rM8OimdVYdiiE7OoH2g12WXuaqonRC9F8wO0HRAYd4GERG5TtPOji3ep0k1/L2crRyNlHdO9mbeuasp903bxA8bj3N78+oFv34QEZFSQYlxKbBzpdSre6iU+rWYTCYm3N6Y3p+sZtWhGJbtO5X/MetERERERKTMW3s4lt0RCXg42TFl1THC4lKp6ubAlL6VMc3YAiYztBkOl0uKA1SuY3m0f4wC3WJbtQH0nABdnoNtM2DtJ9ROPcGP9m+zOLc9b+68j17HTjP5/taX9NiOSkzjn/3RrDkcQ2RCOve1r8mgtv5FcpPvgp0RLN8fjZ3ZxAd3BGG7dBxsmQbG2ZLnoWsg+RR0fOKSdV0cbPlkUAvaBHgx4fe9LNodxcnEdL55sA1OdmYe/m4LO8MT8HS2Y9aI9jTwdb/8W+PuyD1t/K8c5JkYmPcwVG0MN79uuengQjt/tPxs2BecrtzbXUREikd0UjoLd0YAMKJLoJWjkYrihiBvBrbx4+etJxg3bzd/jupSKoanERGRglFiXApMpdQLJtDbhUe71ubLFUd4/Y99dK1bBSd7XTSJiIiIiJR3ZzKyGfH9FtKzzo9zXcPTiakPtsEn4mfLBP/24OZTfEE4uFpKrbe8H1a8A1umcqvNJro77mJiyv3cOyWLN+9swo0NqrB8XzQLd0awOTQOwzi/iRfmB3M8LpVxtzS46q7Ss3LYGhrPuqOx7IlIJPZMJgmpmbg42OLlbI+PhyNL9kQB8GoHO+r9fgfEHLCs3PgucPWBTZNh6XjwCoT6fS7Zh8lk4v4Otajt7cJjs7ax9Xg8Ayavx9vNgc0hcbg52PLDw1dOiufL6vchZLXlEXsI7vsFbM5+h8vOgOBfLM+bDyn8PkREpNBmbgglK8egTa1KtLzKcBwiRe2lWxux4mAMR2NSmLTiCM/2qm/tkEREpICUGJcCSc/KIS4lE1BivCCe7B7EbzsiiEhI46uVumgSEREREakI/tl/Ki8p3qlOZdoFevFQp0BL+fJV/1gWCupRMsE4VYJb34fWQ+HP53AKW8+7dtPIyrTlf/NyL1m8da1K3FivCjmGwafLD/P1qqP0bFiV1rUuLRsalZjGzPXH+XHTcZLSs68ZyssBB7g/+GPIPAOuvtD/a6jT3TJ2d3a6pYf7/EfhkRXgHXTZbXQK8mb+450YNmMLx2JTOBabgou9mRkPtaWpn0fB359zEsJh64zzr4/+A+s+hS7PWl4fWgpp8eBWzRKziIiUqNTMbGZtDANgRJfaVo5GKhoPZztev70xj8/ezuSVR7m1aTUaVruOm/FERKTEKTEuBRJ5dnxxF3sz7o7688kvJ3szr/RtyMhZ25my6hh3tfIj0NvF2mGJiIiIiFQ4i3ZHMm1NCG/e2YQmNa4jgZqvfVl6Rz/VPYjnel9wc2x2JhxbZXke1LNYY7iET2MY9if8MwHWfcY7Tt+zK6MBR7Kr0rCaO3e0qE6/5tWpccGN0GFxqczfHsHD323lvbub0ruxLyaTibTMHL749zBT1xwjK8fSxdzH3YHOQVVoG1AJXw9HKjnbk5KRTWxKJsdOxnNr1FfUC51l2XBAF7h7+vke8yYT9HkfovdD+EaYOwQe+Qcc3C57KHV93Pj18Y489sM2cg2DTwa2oK7P5ZfNt/WfQ26WJbYWQ2DB4/DvW+DgDu0egV1zLMs1G3i+F7mIiJSYedtOkJiWRa3KztzcqBgrrohcQZ+m1ejd2Iele0/xwrzdzH/iBsw21z/cjIiIlAxlNqVALiyjXhTjy1UkvRv70rVeFVYfiuHVhXv4/uF2eg9FREREREpQfEom4+cHk5SezWM/bOPPUZ3xdLa/9oqFcCYjm1WHYgDo27zaxTOPr4WsFHCpCr7NimX/V2VjAz1eg/At2Iet5+9as8h44E8cHS8/zvlr/RpzLCaFneHxjJy1neb+ngxoVYNv1hwjPM5y83S7QC8e6VKbHg2qYnO5xuH0RNg+Ao6vs7y+YTTc9AqY/9MsYWsPA7+Hb7pB7EGYNQAGzQLXKpeNrZqHEwufvKFovlulnIbtP1ied30eArtC2EbYPhMWPwfHVsLBxZb5KqMuIlLicnINpq8NAeDhGwKVjBSref2OJqw/eppdJxKZvek4D3YMsHZIIiKSTzbWDkDKlshES6NHNZVRLzCTycTrtzfG3taGNYdj+X1XpLVDEhERERGpUD7753Beqe+IhDQ++ftQse1rw9HTZGbnUtPLmfr/7cV84E/Lz/q3WJLU1mBjhru+AQcPTBFbcfy2u6WE+J55ELXrokU9nOz4+U5Xdno8x3KH56kXuYBXFwYTHpdGdQ9HvnmgNT8/1pGbG/lcPimecQZ+6G9Jiju4w71z4OaJlybFz3HzsSTDHTwsPcendoeo3Vc8lCK74XjLVMhOg2otLElxkwn6fQY9JwAmOLDIslz1VlD16uOti4hI0Vu+/xShp1PxcLLjnjZ+1g5HKjAfd0f+d7Ya0AdLDnIqKd3KEYmISH4pMS4Fcq6Ueg3Py/ckkKsL8HZh1E2WMfLeWLSPxNQsK0ckIiIiIlIxxKVkMmezZUzSR7oEArBwVyQZ2TnFsr/VZ3uLd6tX5eLEbW4uHDjb67hB32LZd755+sNdU8DOBaL3waLR8OvDMKUbLJ8IW6bBL8Pg48bYT78Jz4wogkwRfGD3DX84v8nrXZz5e2w3ejX2vfI+cnPht8cgYptlnPNhi6DBrdeOza+NpYx65SBIDIdve8O+hUV15JfKTIVNUyzPb3jGkhQHy8/OY2DIzxDYDXybwk0vF18cIiJyRdPWHAPgvvY1cbZXIVSxriHta9Hc35PkjGzeWLTP2uGIiEg+KTEuBRJ1rpS6h3qMF9ajXesQVNWV2DOZvLvkgLXDERERERGpEOZsDiMjO5em1d15oZsPPm72JKRmseJAdLHsb81hS2K8S13vi2dE7YDkSEsyOrBbsey7QOr3gbH7oNdb4NMUvOsBBqz9GP58Fvb+BkknIDfbMu52z4lg70qT3AM8uPtBXE6svvr2131i6WlttofBP0G15vmPzbsujFgOdW6CrFT4+UFY8Y4l2V7Uds6GtDioFAANb790fr1eMPR3GLkWgnoU/f5FROSqdoYnsCU0HjuziaGdAqwdjghmGxNv3dkEGxMs2h2VN4SOiIiUbkqMS4GolPr1s7e14e3+TQFL49zW0DgrRyQiIiIiUr5lZufy/YZQutrsYlbWWMwf1mZl7kP0stnC/O0RRb6/8LhUQk+nYmtjomOdyhfP3DPf8rPuzWBXSipxOXlCp6fg8bXw5Ga4czLUv9WSkL5xPAxbDM/shqF/QOfR8MRG8G8PGUkweyCseh9SYi/d7vEN8O9blue3fgg12xcitkow5Bfo8ITl9ap34Zehlh7el5ObC4nX+J1mpcOaj2H/IjAMyEiG1R9Y5nV86sol3kVExGrO9Rbv17w6Pu6l5P+nVHhNangwrJOlEtGrC/eQnlU8lYhERKToKDEuBRJxtpR6dZVSvy7tAr0Y1MYfgJd+20NWTjH0eBAREREREQD+2hNF2zMr+db+AzySLeOKO+UkM852LmsOnyryRsxtx+MBaOrngZuj3fkZubnnE+NN7ynSfRYZkwlaDIHBc+CB3+DGcRBwA1Sqdb68uKe/JUneuD/kZsGKt+CDIJjZz5Jszs2BlNOWsuxGDjQdCK0eLHxMZlu45R24/UuwsYP9v8PcwZYE94USwmBmX/ikESwaa0l6X86aD+GfifDTfZYS7X+MhjOnwKv29cUpIiLF4kR8Kn/tOQnAiM61rRyNyMXG9qqHr7sjx0+n8tWKI9YOR0RErkGJcck3wzDySqnXUI/x6/birQ2o7GLPwVPJTD1716uIiIiIiBSd1Mxsxv26mw9+WsZHdl9jSy40GwSjdmLYOlLHJopOOdtYf/QyvZ2vw56IRACa1fC4eEbYeksZdQcPS4/xsszWAe7+Fu6efrY8ugEhqy3J5i9awfe3W461chD0/fh8Uv16tHoAHlxoKUN/bKUlCX58PaQlQPxxmHErHF9nWXbrdFj83KXJ8eSTsGHS+dfhm2DPr5bnvd+xHJeIiJQqM9aFkpNr0DnIm0bV3a0djshFXB1sea1fIwAmrzrKkegzVo5IRESuRolxybeE1CzSzvak8PVQj/Hr5elsz0u3NQTgs+WHCTt9hVKAIiIiIiJSKD9vCeenreG8bDsbB1MWmTW7wJ1fg1cgpvaPAfCQeQnL9199nHHDMFh1KIYfN4WRnY9qT3siLYnxxv9NjG+bafnZ6PbykYC1sYGmA+Cx1TA6GDqPAScviA+FU3vA2RsG/gAObkW3z4Ab4L5fwNEDTmyBGX3gvVrwWTNIDLck4m9+AzDBlmnw1/8uTo6ves8yXnmNNpaY698KgV1h0Gyof0vRxSkiIkUiKT2Ln7aEAzCiS6CVoxG5vFua+NK9fhWycgxeWbAH40pVa0RExOqUGJd8O1dG3dvVAQdbs5WjKR/6t6xBpzqVycjO5eWFumgSERERESlKP289QV+bDdxi3oJhMmPf9wNLMhegzXAAOpv3sn/fla/FDcPgke+3MfTbzYz/LZiP/j501X3m5hrsjUgCoOmFifGkKNh7tox62+HXd2ClkWdN6DkBxuyBG1+Een3g4aXg06jo9xVwAzyyAhr2A3e/89OrNbeUf79hFNzxJWCCzd/A0pcs82OPnL854eaJlpgHz7GUhW/Yt+jjFBGR6/bT5nDOZGRTt6or3epVsXY4IpdlMpl4/Y4mONjasOHYaRbsjLB2SCIicgVKjEu+RSVayqhrfPGiYzKZePPOJtjb2rD6UIwumkREREREisieiEQSoo7xjt00AEydx0DVhucXqFSLnIBuAHRN/Zu9kUmX3c7y/dEs338q7/XklUdZcfDKPczD41NJzsjG3taGoKqu52ds+BJys6FmJ6je8jqOrJSzd4EbX4Ahc8E7qPj2U7kODJoFY/fCC+GWx2OrLclugJb3w+2fW55vnAQbJ58trZ4DdXtDQOfii01ERIpEVk4uM9aFAJbe4qaiGJZDpJj4ezkzqkddAN5ctJ/E1CwrRyQiIpejxLjkW+TZHuPVPTS+eFGqXcWVZ85eNE38Yx8xyRlWjkhEREREpOz7ZWs4r9r9gJspDfzaWnox/4e51f0ADDCv5u+9Jy+Zn5tr8PHZHuJP3FiHoR1rATD2p51EJaZddr/BZ8cXb+jrhp357Ffu4xtg41eW553HXNdxyWU4ulse/9XqQeg50fJ8yQtwbAXYOkGvN0s2PhERKZTFwVFEJqbj7WrPHS1qWDsckWt6pEttgqq6cjolk/eWHrB2OCIichlKjEu+nYi3jIFdTT3Gi9yjXWvTqJo7CalZTPh9r7XDERERKbNWrFjBgAEDGDlyJKNHjyYr6+p36e/du5f+/fszc+bMy87ftWsXJpMp73HLLRp/VqQsSM/KIXrH4rwS6vT7HMy2ly7YoC9ZZif8bWII37Pmktkbjp1mf1QSLvZmHulSm/G3NaRJDXfiU7MYPXcnObmXll/feOw0AP0qhUHENti7AOYMAiMXWtwH9XoV9eHK1dzwjOVmBJuzv/8+70KVetaNSURErik31+DrVccAeLBjAI52GtZRSj97WxveurMJAD9uCmPb8XgrRyQiIv+lxLjk25ZQyz/yxtU9rrGkFJSd2Yb3BzTDbGPiz+Aoluy5tLeKiIiIXF1wcDBDhgzh66+/5uuvv8YwDJ599tkrLr9r1y5mzJjBggULrji28KRJk/jggw/yHu+9915xhS8iRWjZ3iiezp0FgNHusSuPc23vTE7dPgA0jlvOybPDR53z46YwAAa2qEyl6E04xOzhy8GtcLY3sykkjveWHLgkOb7mcCwjzH8y4vDjMPUm+GUopCeCXzvoo3NIiTOZLGOfj9oBDy+D1sOsHZGIiOTD77si2R+VhJuDLQ90qGXtcETyrX3tygxo7QfAS78Fk52Ta+WIRETkQkqMS74kpWex+0QCAJ3qVLZuMOVUkxoePNa1NgCvLNyjcWhEREQKaPz48fTo0QNvb28AHnjgASZNmsSxY8cuu3zz5s15880rl9M9fvw4Hh4ePPfcc3mP5s2bF0vsIlK0wtbMppHNcTLMLth0e/6qyzq2uAeAvuYN/LM/Km96dHI6y/adxIMzvBjyMMzsC1O6EhDzLxP6NQbgm9XHuPHDFbw4fzcLd0aw7XgcteI38LLd7PM7cPeDjk/B0D/Awa3oD1byx7Mm1Gxv7ShERCQfMrJz+HDZQQBG3liHSi72Vo5IpGDG39oQT2c7DpxM5rv1odYOR0RELqDEuOTL5mNx5BoQ6O1CdU+NMV5cRvWoS50qLsQkZ/Dmn/usHY6IiEiZkZyczJIlS2jVqlXetKZNm2IymZg3b94V13N0vPIQMR999BHff/89Q4cOZdeuXUUar4gUnxPxqbSJ+Q2A9NYjwdnr6isE9SDLxhEfUwIHdm/Jm/zBkoNk5Rh85fE99slh55dfNIaBjV348J7muDrYEh6XxpzN4Twzdyd3T97AE7a/W5ZrPQxeS4Cxe6H3W2CnIalERETy44cNxzkRn4aPuwMP3xBo7XBECszLxZ7xfRoC8PHfh4hMSLNyRCIico4S45Iv649axslTb/Hi5Whn5v0BzTCZ4JdtJ1h9KMbaIYmIiJQJ27dvJzs7m8qVz1+rODg44O7uzs6dOwu8PcMwSE1NJTAwkNmzZ9OmTRumTp1ahBGLSHEwDINfV2ymnekAAB6dHrr2SrYOZFZrA4ApbAO9PlnFDe/+yy/bTtDFZjc3ZKy1jE/98DKo0gBSYuCvcQxo7ceGF29i+tA2jOgcSOPq7jSyCaWDzX5yTWbo+j9LGW8RERHJt8S0LL5ccQSAMT3r4WSvscWlbBrQ2o+2AZVIzcxh4h97rR2OiIicZWvtAKRsWH80FoBOdbytHEn517qWF0M7BvDd+lBenB/MsjFdcXHQR1VERORqoqOjAfDyurhnqKurK7GxsQXenslkYtq0aQAcOXKEYcOG8fjjj9OyZUvatGlz2XUyMjLIyMjIe52UlFTg/YrIeZnZuSSmZZGYlkVS+tmfaRf/zJuflk1iWhbxqZncdmYeNnYGpyu3prKnf7725Vy3C0SspY1pP9+f6gmADbm87/ErpAHtHrOU4b7jK5jeE4J/hiZ34Va/Dz0a+tCjoY8l5rnT4QCYGt0JHjWK6Z0REREpv75edZSE1CyCqrrmjdMsUhbZ2Jh4886m3Pb5GpbuPcXyfafo2cjH2mGJiFR4yrbJNcWeyeDAyWQAOqrHeIl4vnd9lu8/xYn4NN5bcoDX72hi7ZBERETKBCeni4d8ycnJwc7O7rq2GRQUxF9//UXLli355ptvrpgYf+edd5g4ceJ17UukPMrNNUhMyyIuNZP4lEziU7OIT8nMex2Xkkl8auYlie60rJwC78tELvc6rATAq/2Q/K9XqxMAvVyPMfuudrg62lHtxGKqLj0Cjh7Q9TnLgn6tLeOFr/8c/hgNNTuAUyXLvFN7sT+wwLK9zqMLHLuIiEhFF5WYxrdrQwB44ZYG2JpV7FTKtvq+bozoUpuvVx3ltd/30imoMs72SsmIiFiTzsJyTRvOllFvWM0dLxd7K0dTMbg42PLuXc24f/omvt9wnFsa+9IpSL31RURErqR69eoAJCYmXjT9zJkzVKlS5bq37+bmxqhRo1i0aNEVl3nxxRcZO3Zs3uukpCT8/fPXW1WkLMnJNYhLyST2TAYxyRnEnrE84lIuTnjHp1qS4AmpmeQahd+fm6MtHk52eDjZ4e5ol/fcw9kO97Pz3M8+/GPXEvR3BNi7YWp2T/53UqMN2NjhmHaKG4wdkGEDa16xzOvw5MXjlHcfDwcXw+kjsPQluPMry/RV7wEGNLoTqjUr/AGLiIhUUJ/8fYiM7FzaBXjRo2FVa4cjUiRG9Qjij12RRCSk8dWKozzXu761QxIRqdCUGJdrOldG/Qb1Fi9Rnet6c1/7mszeFMZzv+xiyZiuuDteX483ERGR8qphw4bY2dnllVQHSEtLIykpiXbt2hXJPoKCgvDzu3I5RwcHBxwcHIpkXyIlzTAM4lOz8hLdF/6MyXudSUxyBnEpGYVKdLs52FLJxZ5KLvZ4Odud/Wl5XcnZHk/n/yS+nexwdbTFbJPPcboNA9ZbhkCg9VBLT+/8sneGxndC8C/w4wUJdXtXaPfIxcvaOVlKqn/bG3bOhsb9wbse7P/DMr/buPzvV0RERAA4eDKZX7edAOCFWxtgMuXz/79IKedsb8ur/Rrx2A/b+Gb1Me5u7Uegt4u1wxIRqbCUGJdrWn+2x3inICXGS9r4Wxuy5nAsYXGpvP7HPj68p7m1QxIREbkux44dIzQ0lFOnTmFra4uPjw8tWrTA3d39urbr5eVFnz592LRpE48//jgAwcHB2Nvb069fv6IInR07dvDQQw8VybZESlJ2Ti7RyRlEJaZzKin94p+J6UQlpXEqKYPM7Nx8b9NkAi9ne7xdHaji5kBlV3u8Lkh0e51Ndnu52FPJxQ5PJ3vsbYu5HOr27+H4OjA7QPvHCr5+30/g1D6I3gsuVSE1Fro8e3Fv8XNqtocOj8PGr+D3pyGgCxi5ULs7+DS6/mMRERGpYN5bcoBcA/o08aVVzUrWDkekSPVq5EPXelVYfSiGiX/sZcawtrr5Q0TESpQYl6s6EZ/K8dOpmG1MtAtUYrykuTjY8vHA5twzZQO/bjtBr0Y+9Grsa+2wRERECuTUqVN8/PHH/Pbbbxw9evSyy3Tq1ImHH36YBx98ELPZXKj9vPzyy/Tv35+0tDScnJyYOXMmzzzzDH5+fqxevZqxY8eyfPlyPD0989bJysoCIDs7+6Jtbdy4kc8++4w33niDoKAg/vnnH7Kzs+nSpUuhYhMpTsnpWZyITzv7SM37eTLRkvyOPZP/Ht6VnO2o4uaQl/D2dr3wuT1V3Byo4uqAl4t96Rn30zBg42RYPsHyuscr4Fmz4NtxcIPhS+FkMPi3B0xgc5VjvOkVOPw3nD4MwT9bpnV4ouD7FRERqeA2HjvNvweiMduYeF5lpqUcMplMTOjXiN6frmblwRj+2R9Nz0Y+1g5LRKRCUmJcrupcb/Hmfh64OujPxRraBHjxaNfaTFl1jPG/BdO6ViUqu6pMq4iIlH6GYfDqq6/y8ccfk5aWRtWqVenQoQNVqlTBxcUFk8lEUlISp06dYvfu3QwfPpy33nqLb7/9lq5duxZ4f23btuWLL75g+PDhVK5cmUqVKvH6668DlrHHQ0NDSUpKykuMHzlyhJkzZwIwa9YsAgIC6NmzJwCenp7s3LmTZs2a0b59e4YOHcprr71WNG+MSAGlZ+UQFme5YfXCxPe5ZHhiWtY1t2FrY8LH3RFfD8uj2gXPfc8+r+rmWPy9uouaYVgS4us+tbxu0Pf6ktMOblCrU/6WtXeGAd/CtJ6Qkwldn4O6Nxd+3yIiIhWQYRi889cBAAa386d2FVcrRyRSPGpXcWVEl9pMXnmUiYv20rmuN452hbspXERECs9kGEYhRocrm5KSkvDw8CAxMfG6y3VWFKPn7mDBzkievimIZ3vpjk1rycjO4fYv1nHwVDK3NPZl8v2tVG5HRETyxVrXP4mJiQwYMADDMBgxYgQ33XQTVatWveo6+/fv5/fff2fKlCmMHj2aUaNGlVC0xUPXnlIQmdm5hMenEhqbQsjZR+jpFEJjU4lMTONa39oqOdvhV8kZv0pO+FVyooanE9U9najm4YSvhyOVXeyxye9Y3WXJtu/gj2csz3u9CR2fstR5L0kxhyA3WyXURUTO0jWQ9ZTF9/7P3VE8+eN2nO3NrHq+O1Xc1BlEyq/UzGx6fLSKqMR0xvSsxzM961o7JBGRcqEg10BF3gW4uMaN/K+4uDgaNGjAzz//zI033lik2xYLwzBYd7bHeMc6KqNuTQ62Zj4a2Jw7J61jyd6TLNgZQf+WftYOS0RE5LKys7N58MEHGTlyJHfffXe+12vYsCENGzZk9OjRTJgwgZkzZzJ06NBijFSk5KVkZHM4+gyHTiVz+FQyh6PPcCwmhRPxqVctd+7mYEstb2f885Lf53/WqORUMas7nT4KS160PL/pFej0tHXiqFLPOvsVERGrKYn2z4rQ9pmVk8sHSy29xR/pUltJcSn3nO1teem2hjz14w6+WnmEu1rVwN/L2dphiYhUKEXSelJS40Ze6H//+x8xMTHXvR25sqMxZ4hJzsDB1oZWNStZO5wKr0kND57pUZeP/j7Eqwv30qF2Zap5OFk7LBERkUt88cUXvPTSS7Rr165Q6zs4OPDOO+/w0UcfER4ejr+/fxFHKFL80rNyOHQqmYMnkzlyNhF+6NQZIhLSrriOs72ZWpVdCPR2JtDbhYDKLpaf3i5UdrFXxaAL5WTB/EcgKxUCukDnsdaOSEREyrmSbv+sCG2fczaHEXo6FW9Xex7pWtva4YiUiNuaVuPHOmGsP3qaNxbt45sH21g7JBGRCuW6EuMlPW7kOWvWrCE3N/d6Qpd8WHfE0lu8TUAljXdSSjx+Yx2WH4hmV3gCz/68i1nD25fPkpgiIlKmtWrVqlBJ8ejo6IvKrY8dO5YtW7YoMS6lXmJaFvsik9gbmXj2ZxJHYs6Qc4Uu4N6uDtTzcaWejxt1fVypU8WVQG8Xqro5KPmdH7k5sOQFiNgGDh7Q/2uwKWNjo4uISJlhjfbPitD2eSYjm8+WHwbgmR51K2b1G6mQTCYTE29vTJ/P1rBs3ylWHozmxvpXH3ZMRESKTqGvOC4cN3L69OkFGjdy2LBhhR43MjMzk08++YR3332XGTNmFDZ8yYf1R2MB6FTH28qRyDm2Zhs+Gdic2z5fy/qjp5my+hiP31jH2mGJiIhcpFu3boVa76abbmLPnj15r00mU6F7nYsUl7TMHIIjEtkRFs/O8AT2RiYRFpd62WW9XOyp7+NGPR9X6vq4WRLhVV2p5GJfwlGXI7k5MG8E7J1ved33Y/DQEEMiIlI8rNH+WVHaPr9ZfYzTKZkEertwb7ua1g5HpETV9XFjWKcApq0NYeIf++hYpzIOtuqYJiJSEgqVGLfmuJHvv/8+o0ePxt5ejUnFKSfXYMPZ8cU7aXzxUqV2FVcm3N6IcfOC+WjZQTrVqUxzf09rhyUiInJNS5cu5e+//yYhIeGiHjCGYRAaGsr+/futGJ3IpQzD4PjpVLaHxbMjLIEd4fHsj0q+bE/wGp5ONK7uTuPqHpafNdzxdXdUD/Citvg5S1LcbA93ToamA6wdkYiIlFPWav+sCG2f0UnpTFtzDID/9a6PnVmVX6TieaZnXRbuiiQkNoXpa0N44sYga4ckIlIhFCoxbq1xIw8fPszJkyfp2rUroaGh11w+IyODjIyMvNdJSUmFirci2heZRFJ6Nm4OtjSt4WHtcOQ/BrbxZ/WhWP4MjmLU3B38OaqLSk6JiEip9sYbb/Daa69ddRklEMXacnMNDp5KZuOx02w8dprNIXHEp2ZdspyPuwOtalaihb8nTWt40Ki6O57O5bfxutTY9RNs/RZMNnD3NGh0h7UjEhGRcswa7Z8Vpe3z038Ok5qZQ8uantzSxNfa4YhYhZujHeNvbcCYn3bxxT9H6N+yBtU8nKwdlohIuVeoTFphx438r4KOG/naa68xadKkfG//nXfeYeLEiYUNr0Jbd7aMevvaXtjqrs1Sx2Qy8Xb/puwIi+f46VReW7iXjwY2t3ZYIiIiV/T555/z9ttv069fP1xdXS+Zf+TIEfr372+FyKQiMwyDAyfPJ8I3hcSR8J9EuL2tDU1reNDS35OWNSvRsqYn1TzUE7zEJYTDn2Mtz7u9oKS4iIgUO2u0f1aEts+jMWf4aUs4AC/2aahrKqnQ7mxRgx83hbElNJ63/tzPl0NaWTskEZFyr1CJ8cuNG/nKK6/wxhtvXHW9FStWsGDBAry9vRk+fDjVq1fP9wXmzJkz6dOnD25ubmRnZ5OTkwNATk4OOTk5mM2XjsHx4osvMnbs2LzXSUlJ+U7CV3Trjmh88dLOw9mOT+9tyb3fbGDe9hN0refNHS1qWDssERGRy2rQoAEvvPDCFefXqlWL4cOHl2BEUlElpmWx9nAsKw9Gs+pQDNHJGRfNd7Y30zbAiw61K9O+thdNqntgb6sbRa3KMGDx85B5Bvw7QNfnrB2RiIhUACXd/llR2j7fX3KAnFyDng2r0i7Qy9rhiFiVyWRi4u1N6PvFGhbtjmJI+1i1x4uIFLMiq728bt06IiIi2LZtGzk5OXTq1AkfH5+8+UuXLuW2227jmWee4Y477uC3336jbdu2+U6Mf/fdd6xcuZIHH3zwouk9e/akW7durFy58pJ1HBwccHBwuK7jqogys3PZEhoHQKcgjS9emrX7P3v3HRbFub5x/LtL7x0UAUWw996N3ZhEExNPoum992ZMPan+0k96byamR42mGKPR2LtiL6gIIgiI9M7u748BjbGiwLBwf65rrx1mZ2dvPCc6+z7zPm90IHcOacGb83by+PRNdI0KIDLQ0+xYIiIix+jcufMpj/n3dZ5IdbDb7WxNyWX+9jT+3p7OmsRDR60R7uHiRI/oQHo3N4rhHZr4aZ3LumbnHNjxO1hdYPQbYD22MCAiIlIbanL8syGMfa7Zm8kfmw9gtcDEc1ubHUekTmgb7stVvZvyxbK9PPXzZn67Z4C+j4iI1KBqK4yvXLmS6Ojow3czuri48PTTTzNx4kQAPv74Y+x2OxMnTiQ0NJSOHTsye/Zs0tLSCA0NPeX533//fXJzcw//nJKSwpgxY3j//fcZNGhQdf0aAqxLPERRqY0gL1dahfmYHUdO4e4hsSyJz2DN3kPc8+06vr+lj9rfi4hInXPTTTfx1VdfceWVV57wmCuvvJLNmzfXYiqpr2w2O+v3ZTF7Uyq/b0ohKbPwqNdjQrwY1CqUQa1C6BkdiJuzCq21au5/IT/j9IrcNhvMrWgR2/s2CNUguoiImKcmxz/r+9in3W7nxd+3A/CfbpG00JijyGH3D2/FLxtS2JmWxxdLE7hxQHOzI4mI1FvVVhgvKCjAYrEwfPhwOnToQG5uLi+++CLNmzfnP//5DwkJCQCEhIQcfs/IkSN55ZVXeOihh055/latWh31c+X5WrVqdcxrcnb+3pEOQN/YYK3z4wCcnaz877LOnPfGItYmZvHqnzt0162IiNQ5MTExPPzww8ybN++Y6wu73U5iYiLbtm0zKZ3UBzabndV7D/HbxhRmb0olNafo8GvuLlb6xwZzTqtQBrUMUYcdM2Unw+LXje0WI6DtmBMfW1IAsx+BtM3g5gcD7j/xsSIiIrWgJsc/6/vY5/LdmaxMyMTV2cp9w1uaHUekTvHzdGHiua15+KcN/G/uTsZ0DifUx93sWCIi9VK1FcadnJyYPXs2Q4cOPbzvnnvu4d577+U///kPhYXGLI1/DoRaLBa2b99eXRGkmizYbhTGh7QOOcWRUldEBnoy+ZIO3Pn1Ot5bsIuezQIZ3PrUnRhERERqyx133MGcOXNOeoxuyJMzsScjn+lr9zFtXTL7Dh2ZGe7t5syQ1qGMat+Ic1qF4OlabV995Gzs+fvI9soPT14Ynz0R1k4xtoc9BR4BNZtNRETkFDT+eebenr8TgMu6R9LITwU/kX8b1y2CqSsTiUvK4pU/tvPSuE5mRxIRqZeqbXSoc+fOR10UArRp04b8/HwAysvLcXV1PeZ9ZzozqFmzZtjt9lMfKFWSml3ElpQcLBYY2EKFcUdyQcdwVu7JZMqyvdz3/Xp+vXsATfw9zI4lIiICwPTp03nkkUcYP348fn5+x7y+c+dOLrnkEhOSiSPKLizllw37mbY2mTV7Dx3e7+3mzIh2YZzXvjH9WwTj7qIW6XXO7gVHthMWQdpWCG1z7HEHd8G6qcb2+G+g9Xm1Ek9ERORkanP8sz6Nfa5NPMSS+IM4Wy3cco5aRIscj9Vq4anRbbn43aX8sGYfV/ZuSscIf7NjiYjUO9VWGC8vLyc/Px8vL6/D+xYsWHD45/Lycry9vY95X2VbIKkb/t6RBkDHCH+CvN1MTiNV9dj5bViflMWGfdncMXUt39/SB1dnrTcuIiLm69GjBy+88MIJX2/atClXX311LSYSR7QpOZsvl+3l57hkikptAFgtMKBFCBd3bcKIto3wcFUxvM44sAVWvAd5aTD4UWjU8Uhh3M0PirNh3Vcw8vlj3/v3S2AvN9qtqyguIiJ1hMY/z8w7f8UDMLZLEyICtKSNyIl0jQrg4i5NmLYumf/O3MxPt/VVZzURkWpWbYXxwYMH079/f6666ipcXV1Zu3YtU6dOZeDAgaxYsYKUlBSCgoKw2WxYrUahbtasWQQHB1dXBKkG87cZbdQHt9JscUfk5uzEO5d35fw3F7E+KYv/+30bT45ua3YsERERBgwYcMpjbrrpplpIIo6muKycXzekMGXZXtYnZR3e3zLMm3HdIriwcxPCfNWOs87JS4MvRkNBhvHz3mUQOxTyDoCzB4x5A364FuK+hWH/BScXyNwDXsGQkwIbvzfeN2iSWb+BiIjIMTT+WXWb92czb1saVgvcNijG7Dgidd7EUa2ZvTmVtYlZ/Lx+Pxd1aWJ2JBGReqXaCuPPPPMMixcv5sEHH8RisWC327n88sv53//+x6BBg8jPz2fkyJEMHTqUCRMmEBgYyEMPPcS1115bXRHkLJWU2VgcbwxcDW6l9akdVWSgJ69e2pmbpqzm0yV76BkdwLntG5sdS0REGrhrrrmGGTNmcNFFF53wmCuvvJINGzbUXiip03KLSpm6IpFPF+8hLbcYABcnC6PaN+bqPk3p1jRAsyfqqvJSmH6rURQPbQtuPpC0AjZPM14f8AC0Hg1eoZCfBh8PBTdfo7W6T2Pwbwp2G7Q6D5p0Nfd3ERER+QeNf1bdu/N3AcYSgM1Djp1NLyJHC/N1584hsbw0ezuTf9/K8LZheLlVWxlHRKTBq7a/Ub28vFiyZAk//fQTCQkJdO3aleHDhwOwcuVKli5dyuDBg9mzZw/jx49n7dq1xMbGcv/991dXBDlLq/dmkldcRpCXKx2aHLv2pziO4W3DuGVgcz5YuJuHfthA60a+NAv2OvUbRUREasizzz7L+vXr+fnnn48pZtrtdhISEti8ebNJ6aQuScst4rMlCXy1bC+5xWUANPJ156o+Tbm0eyQhPlrup06zlRtF8V3zwNkdLvkEAprCX8/Byo+g5UijMG61wtAnYObdkBJ35P25KcbD6gyDHjHv9xARETkOjX9WTXxaLr9tSgHgjsGxJqcRcRzX94vm25VJJGYW8O6CeB4a2drsSCIi9YbFbrfba/tD7XY7S5YsoX379vj7+9fa5+bk5ODn50d2dja+vr619rmOYvJvW/lg4W4u7tqE1y7tbHYcOUul5TYu/2g5qxIO0baxL9Nu74u7i9bcFBFpaOrK9U+7du3YunXrSY+xWCyUl5fXUqKaV1f+7B1FZn4J7y2IZ8qyvRSXGeuHx4Z6c8vA5lzYuQmuzlaTE8op2e0w6x5Y+4VR2B7/tVEIr1RaBM5u8M+bY3JTjXXHi3MhojusnWIc1/NGaNKt1n8FERE5e7oGMpgx/lnX/uzv/24909YlM6JtGB9e3d3sOCIOZc7mVG7+cg2uzlbm3ncOUUGeZkcSEamzqnINdEajS5988skZBatksVjo378/drudP//886zOJdVn/vY0AAapjXq94OJk5a0JXQnycmVLSg6PTt+ICffBiIiIADB8+HDmzJnDzp072bNnz1GPXbt28fvvv+PtrdaKDVFuUSmv/7mDAS/+xUeL9lBcZqNrlD8fXd2dOfcO5D/dI1UUdxR/v2QUxS1WuOTjo4viAC7uRxfFAXwaQafx0PMmCO8CF7wOY99TUVxEREyn8c+zk3iwgJ/j9gNw5xDNFhepquFtw+gfG0xJmY3nf9tidhwRkXrjjEaYfHx8+Pbbb8/qgwsKCnjkkUcYNGjQWZ1Hqse+QwXsOJCH1QIDWwSbHUeqSSM/d966vAtOVgvT1ibz+dIEsyOJiEgDNWbMGIYNG0ZMTAxNmzY96hEdHc3IkSOZOHGi2TGlFpWW2/hk8R4GvDSfN+btJL+knHbhvnx+XQ9+uq0vw9uGYbVqDXGHsfFHWPCCsX3+q9BurLl5REREzpLGP8/Oe3/votxmZ2DLEDpG+JsdR8ThWCwWnhrdFierhT82H2BJfIbZkURE6oUzKoxfeumlrFixgscee4y8vLwqv3/VqlWce+65PPDAA7i4uJxJBKlmC7anA9A1KgB/T1eT00h16hsTzKRRxjo0z/26lWW7DpqcSEREGqIhQ4ac8phHH320FpJIXbBwRzqj3ljEs79sIauglOYhXrx7RVdm3dmfQa1Cj1mHXuq4pFUw43Zju8+d0P16c/OIiIhUA41/nrmU7EJ+XJMEwF2aLS5yxlqE+XBV76YAPD1rM2XlNpMTiYg4vjPuSfj6669TXl5OdHQ0N910E9OmTSM+Ph6b7di/nNPT01m6dCmvv/46gwcP5sorr+SDDz6gZcuWZxVeqs+Cijbqg1urjXp9dEP/aC7qHE65zc4dX68lOavQ7EgiIlKPnW3byUqHDh1qkG0n67P9WYXcNGU1V3+6kvi0PIK8XJl8cQfm3DuQ8zo01gxxR3RoL3w7AcqLoeUoGP6M2YlERESqjcY/z8yHC3dTWm6nV3QgPZoFmh1HxKHdN6wlAZ4u7DiQx9QViWbHERFxeM5n8+b/+7//Y9iwYdx333188sknWCwWrFYr3t7eeHl5UVRURH5+PiUlJcaHOTtz4403Mm3aNAICAqrlF5CzV1xWzpJ4YxbxoFYhJqeRmmCxWJh8cUd2puWxeX8Ot3y5mh9v7Yu7i5PZ0UREpB6qbDs5fvz4Mz5HZdvJt99+uxqTiVlsNjtTVyby4u/byCsuw8lq4Zo+zbhnWAv8PBrWDKp6JXMPTLkQ8tMhrIOxrrhV15ciIlK/aPyzatJzi/lmpVG809riImfPz9OFB0a04vEZm3jtzx2M6RROgJc6voqInKkznjFeadiwYWzYsIEZM2Zw2WWXER4eTnZ2Nvv37yczMxOLxULv3r155pln2LFjB++8806DvCisy1buyaSwtJxQHzfaNvY1O47UEA9XJz64qhuBXq5sSs5h0rSN2O12s2OJiEg9pLaT8k+70/MY/+FynpixibziMro1DeD3ewbw5Oi2Koo7srRt8Om5kLUXAqLh8m/BzdvsVCIiIjVC45+n75PFeygqtdEp0p/+scFmxxGpFyb0jKJ1Ix+yC0t57c8dZscREXFoZzVjvJLFYmHMmDGMGTMGgMLCQrKysvD09MTPz686PkJq0Pxtxvrig1qFaD3Hei4iwJO3L+/CVZ+sZPq6ZNo38eOG/tFmxxIRkXro9ddf55FHHiE6OpqLLrqIUaNG0bFjR5o3b47VevS9menp6ezcuZMVK1Ywc+ZM9u/fz4wZMxpk28n6xG638/3qJP47cwuFpeV4ujox8dzWXNW7qVqmO7qMePj8fCjIgJA2cPUM8GlkdioREZEapfHPU8sqKOHLZQkA3DU4VuOMItXEyWrhv2PaMf7D5UxdsZfLe0XRRhPcRETOSLUUxv/Nw8MDDw+Pmji11IDD64u30vriDUHfmGAePa8Nz/6yhed/3UJMiBeD9L+9iIjUALWdbLiyC0qZNH0Dv21MBaBvTBAvjetIRICnycnkrJSXwqJXYdXHRlG8UUe4+mfw1NqhIiLS8Gj881ifL00gv6Sc1o18GNpGY00i1al38yDO79CYXzem8PSszXxzU2/dfCIicgbOupW6OLaEjHx2Z+TjbLXQr4XaGzUU1/drxrhuEdjscOfX69iemmt2JBERqafUdrLhWZ+Uxag3FvLbxlScrRYmjWrNVzf0UlG8Plj6JiyYbKwpHtwKrpymoriIiIgAkFdcxmdLEgBjbXEV7ESq36TzWuPmbGX57kxmb0o1O46IiEOqkRnj4jgqZ4t3bxaAr7vWeGwoLBYLL4ztQGJmASv3ZHLDF6uYcUc/gr3dzI4mIiL1kNpONhzfr07i8RmbKCmz0SzIkzcndKFjhL/ZsaQ6ZO+DRa8Z28P+C71uAxd3UyOJiIhI3fHV8r1kF5bSPMSLUe0bmx1HpF6KCPDklnNieHPeTp77dSuDW4fi7uJkdiwREYeiGeMN3IIdxvriaqPe8Lg6W/ngym40C/Jk36FCbp6ymqLScrNjiYhIA+Dh4UHjxo1VFK9HSsttPPXzJh7+cQMlZTaGtQlj1l39VRSvLxIWw3t9oSQPwrtC33tUFBcREZHDCkvK+XjRbgBuHxSLk1WzxUVqym3nxNDYz53krEI+XLjb7DgiIg5HhfEGrLCknGW7DgIwuLUK4w1RgJcrn1zbA193Z9YmZvHwjxuw2+1mxxIREREHkldcxnWfreKLZXsBuHdYCz68qhs+6kZUP9jt8MejUJRtrCl+ycdg1ddIEREROeK7VYlk5JUQEeDBhZ3DzY4jUq95uDox6bw2ALy7IJ79WYUmJxIRcSwa0WjAFu1Mp7jMRhN/D1qEepsdR0wSE+LN+1d2w9lqYWbcft6Yt9PsSCIiIuIg0nOLGf/hMhbHZ+Dp6sSHV3Xj3mEtsWqWUP2RvBZS4sDJDa6aAUExZicSERGROsRmsx++QfKWgc1xcdJws0hNG92xMT2bBVJUauP/ft9mdhwREYeiK5UGbM6WAwCMaBeGxaLBy4asb2wwz13UHoD/zd3Jz+uTTU4kIiIidd3eg/mMe38pm5JzCPJy5dubezOiXSOzY0l1W/G+8dzuIvAKMjWKiIiI1D2L4jPYk5GPj5szF3eNMDuOSINgsVh4cnRbLBaYGbefVQmZZkcSEXEYKow3UGXlNuZtrSiMt9UApsD4nlHcPLA5AA/9sIGluzJMTiQiIiJ1VXxaLpe8t4y9BwuIDPTgx9v6aj1xR2Yrh1zjuwGlRZC5G1I2wPpvYOP3xv6et5iXT0REROqsL5clAHBJtwi83JzNDSPSgLRv4sf4HpEA/HfmZsptWh5TROR06GqlgVqVcIhDBaUEeLrQo1mA2XGkjph4bmv2HSrgt42p3DJlDd/d0oe24b5mxxIREZE6ZHd6HhM+WkFGXjGtG/kw5fqehPq6mx1Lzsase2Ddl+DbBHJTwV5+9Os9boKIbuZkExERkTorKbOAedvSALiqT1OT04g0PA+OaMUvG1LYvD+HH1YnMb5nlNmRRETqPM0Yb6DmbEkFYGibMJy19o9UcLJaeO3SzvSKDiS3uIxrP1vJvkMFZscSERGROmLvwXwu/2gF6blGUfybm3qrKO7o9i4ziuIAOclGUdzZA7wbgX8UtBgBw/5rakQRERGpm75asRe7HQa0CCYmxNvsOCINTpC3G/cOawnAy39sJ7uw1OREIiJ1nyqiDZDdbmfO5so26mEmp5G6xt3FiQ+v7k6rMB/Scou59rNVZBWUmB1LRERETLbvUAGXf7SC1JwiWoR689WNvQjwcjU7lpyNkgL49X5ju91YuGoG3LcZHkuBB7fDvRvhih/ATQPdIiIicrSi0nK+W5UEwNV9mpkbRqQBu7pPU2JCvDiYX8Jb83aaHUdEpM6r1sJ4cXFxdZ5Oasjm/TkkZxXi7mJlQIsQs+NIHeTn4cLn1/egsZ878Wl53PDFaopKy0/9RhEREamXsgpKuPrTlSRnFdI82IupN/Ui2NvN7FhyNspLjRbqaVvAKxTOewViBoNfBFgsZqcTERGpszT+aZgZt5+sglKa+HswpHWo2XFEGiwXJytPjm4HwOdLE4hPyzM5kYhI3VathXFfX1/Wr19fnaeUGjBnizFbfGCLEDxcnUxOI3VVYz8Pvri+J77uzqzZe4i7v1lHuc1udiwRERGpZUWl5dw0ZTW70/MJ93Pn65t6E+qj9ukOraQAvhgNG78HixXGfQJewWanEhERcQga/zS6UU5ZlgDAlb2b4mTVTXUiZjqnZQhDW4dSZrPz7C9bsNs1hisiciLVWhgvLS2lpORIy2W73c71119PampqdX6MnKU5m43/PUa2a2RyEqnrWob58PE1PXB1tjJnywEem75RF1YiInLGNLvG8djtdh76cQOrEg7h4+7MZ9f1pJGfiuIOb8ELkLgM3Pzg0ikQPdDsRCIiIg5D45+wLimLTck5uDpbuaxHpNlxRAR4/IK2uDhZ+HtHOn9tSzM7johInVWja4zbbDa++OIL9u/fX5MfI1WQeLCAbam5OFktanMkp6VndCBvju+M1QLfrkri+V+3qjguIiJnRLNrHM8HC3czK24/zlYLH1zZjVaNfMyOJGcrdSMse8fYvuQjaDPa3DwiIiIOriGOf365bC8AYzqFE+jlanIaEQGIDvbi+v7RADz361ZKymwmJxIRqZtqtDAOqIBWx8zZYty92rNZIAG6cJXTdG77xrx4SUcAPl68hzfnxZucSEREHJFm1ziWhTvSeWn2NgD+O6YdfWPVarteWPw62G3Q9kJoOdLsNCIiIvVCQxr/TM8t5tcNKQBc3aepyWlE5J/uHBxLsLcbezLy+XzpHrPjiIjUSdVeGLdYtKZMXTZns7G++Mh2YSYnEUfzn+6RPDW6LQCvz93Bx4t2m5xIREQcXUOcXeMo9h0q4K5v1mGzw2XdI7miV5TZkaQ6HEqAzdON7YEPmRpFRETEkTXk8c/vViVSUm6jc6Q/HSP8zY4jIv/g4+7CxHNbAfDmvHjScotMTiQiUvc4V/cJx48fT5cuXejYsSOtW7fGYrE06IvFuiQjr5jVezMBGK71xeUMXNcvmvziMl6Zs4Pnft2Kj7szl/XQQLmIiJy5hjS7xlGUldu499v1ZBeW0inCj6cvbKfreUdXVgx5afDnk8Zs8eaDoVEHs1OJiIg4rIY6/llWbmPqikRAs8VF6qpLukbw1fK9xO3L5pU/tvPSuE5mRxIRqVOqtTA+efJk4uLiiIuL4+eff6a8vByAoUOH0rFjRzp16nT40b59e9zc3Krz4+UU/tqahs0O7Zv40sTfw+w44qDuGBxLblEZHyzczSPTNuLp6szoTuFmxxIREQfREAYMHd1bf8Wzeu8hvN2ceWtCV9xdnMyOJGfDVg5fXQIJi4yfLU4w/BlzM4mIiDiwhjz+OXfrAVKyiwjycuW8Do3NjiMix2G1WnhydDsueW8pP6zZx5W9m6q7g4jIP1RrYXzixImHt4uLi9m0adPhC8W4uDi+/PJL3nrrLQCcnJwoLS2tzo+XU/hjs7F+54i2mi0uZ85isfDIqNbkFZcxdUUi9323HjdnKyPUhUBERE5DQ51d4yhWJWTy1l87AXh+bHuigjxNTiRnrKwYrC6w/L0jRXGA/vdC446mxRIREXF0DXn8c8qyvQCM7xmpmydF6rBuTQMY26UJ09cl89+Zm/nptr763i0iUqHaW6lXcnNzo1u3bnTr1u2o/YmJiYcvFKX25BeXsSg+A4CRKmDKWbJYLDx7YXsKSsqZvi6ZO75eyzuXd1VxXERETqohz65xBIUl5Tz0Qxw2u9F+78LOTcyOJFWxbiqs/QJKC8CnMexeAOFdIKXie9fQJyGiBzTtb2pMERGR+qQhjX/uPJDL0l0HsVrg8l5qoy5S1008tzV/bE5lbWIWM+P26/udiEgFa61/oNWKs7MzLi4uVX5vdnY2EyZMwM/Pj9jYWKZOnVoDCeunhTvSKSmz0TTIk5Zh3mbHkXrAarXw8riOjOkUTmm5nTu+XsufWw6YHUtEROqwiRMn8vXXX7N582by8vJYtWoVH3/8MVdddRUAX375JTfeeCM9evTA21vXK7Xt9bk7SDhYQCNfd54a09bsOFIVc/8LP98OSSsgdSPsnAPlJcbPZUUQMxT63w/RA8Fa618BRUREGpz6OP5ZOVt8eNswLdEo4gAa+blzx+BYACb/to2CkjKTE4mI1A01NmM8OzubTZs2sXHjxqMeOTk52O12LBbLUa2HTseTTz7J+PHjueuuu5g0aRJXX301Xbt2pU2bNjX0W9QfcyoKliPahqltilQbZycrr13aCTswK24/t09dw7tXdGN42zCzo4mISB13stk169evZ8OGDSYla5jWJ2Xx8aLdALxwcXt83as+iCsmSd8BS94wts+ZCI07w8F4KC+Gv18CVy8Y8xboO4CIiEi1ayjjn7lFpUxbuw+Aq/s0My2HiFTNDf2j+XZVIkmZhby3YBcPjGhldiQREdNVa2F80qRJhy8A9+0zLpbsdjuurq40b96c7Oxsbr31VkaNGkX79u2rdO7c3Fxuv/12WrUy/vL+/PPPad68OZs3b1Zh/BSKy8qZu7WiMK5W11LNnJ2svH5pJ+BIcfy9K7oxTMVxERE5ibS0NFJSUvD29iYyMhJXV1cAoqKiiIqKYsyYMSYnbDjKym088tMGbHa4qHM4Q1rr33CHsvBlsNug1fkw+NGjX+t0OTi5gneIOdlERETqoYY4/jkrLoX8knJiQrzoGxNkWg4RqRp3FyceO68tt361hg8W7ubS7pFEBnqaHUtExFTVWhh/8cUXsVgs9O/fnxtvvJF27drRrl07YmNjyc3NJTAwkPHjxzNw4MAqn9vHx+fwRSFAcHAwPj4+nHPOOdX5K9RLC3dkkFtURpivG92iAsyOI/VQZXHcbrfzy4YUblNxXERETiAuLo5bb72VlStXHt7n5ubGwIEDueuuuzj//PNNTNcwTV2RyLbUXPw9XXhydDuz40hVHEqATT8a24OOMxvNT+sIioiIVLeGOP45fZ1xA8B/ukeqE6WIgxnZLoy+MUEs3XWQF37byntXdjv1m0RE6rFqXWDu3nvvxdXVlTVr1lBSUsKIESNo1aoVTk5O1X7R9O233/Lll18SEqLZD6cyK24/ABd0DMdq1cWr1AxnJyv/u6wzF3RsTGm5ndumruH3jSlmxxIRkTpk7969nHPOOezcuZO7776bN954g1deeYXrr7+e3bt3M2bMGMaOHUt+fr7ZURuMzPwSXp2zHYAHR7Qi0MvV5ERSJSs/MmaLxwyBxp3MTiMiItIgNLTxz6TMAlYlHMJigQs7h5uWQ0TOjMVi4anR7bBa4PdNqSzdlWF2JBERU1VrYfy1115j27ZtjBkzhhdeeIGYmBjeffddysvLq+0z9uzZw8SJE7n99tv59ttvKS4uPuGxxcXF5OTkHPVoaApKyvizYn3x0Z108So1q7I4PrpTOKXldu74ei0/rtlndiwREakjXn75ZQIDA9myZQuvv/46d955J/fddx9vv/02O3bs4Msvv2T+/PlcccUVZkdtMF6ds52cojLaNPZlQs8os+NIVRTlwNopxnbv283NIiIi0oDUpfHP2hj7nL4uGYC+MUE09vOo9vOLSM1r1ciHK3s3BeCZWVsoK7eZnEhExDzVWhgHaNq0KV9//TWrVq2iQ4cO3HnnnbRr145p06ZVy12TjRo14tJLL+Xcc8/l22+/5dlnnz3hsZMnT8bPz+/wIzIy8qw/39H8tS2NwtJyIgM96BThZ3YcaQAqi+OXdY/EZocHf4jjy2UJZscSEZE6YO7cudx9992EhoYe9/XLL7+cmTNn8ssvvzB37txaTtfwbE/N5euViQA8PaYdTuos5FiWvQPFORDcCmKGmp1GRESkQakr4581PfZpt9uZUVEYH9slolrPLSK16/7hLfH3dGFbai7fVHwPFBFpiKq9MF6pa9euzJ07l19//RU3NzduuOEGABISEs7qvB4eHnTr1o2ZM2fSq1cvfv311xMeO2nSJLKzsw8/kpKSzuqzHVFlG/XRHcO1BpDUGierhckXd+C6fs0AeOLnzby3YJe5oURExHRJSUl06nTyds8DBw7k0ksvZcqUKWf0GfPnz2fcuHHceuut3HvvvZSWlp70+M2bNzN27Fi++OKL477+1ltvccUVV3DllVfy0UcfnVGmuurVOdux2+G8Do3oGR1odhypivwMWPa2sT3kMbDW2Nc6EREROQmzxz9reuwzbl82uzPycXexcm77RtV6bhGpXf6ertw/vCUAr/65g6yCEpMTiYiYo8ZHUEaNGsX69ev59NNPiYiI4LrrrmPChAns23d27ZUtFgvjx4/H1fXE6yC6ubnh6+t71KMhySkqZf72dEBt1KX2Wa0WnrygLXcNiQXgxdnbeOWP7djtdpOTiYiIWQoLC/Hy8jrlcaNHj2bFihVVPv/GjRu5/PLLef/993n//fex2+088MADJzw+Li6Ozz77jBkzZhz336ePP/6Yb7/9lqlTpzJlyhTee+89fvrppyrnqovWJ2UxZ8sBrBa4f3grs+NIVa3+FEryoHFnaDPG7DQiIiINnlnjnzU99jl9rZF/ZLtGeLs5V+u5RaT2Xd4zilZhPmQVlPL6nzvMjiMiYopamVpgsVi49tpr2bFjBy+88AJ//PEHrVu3PuvzFhUVMWDAgGpIWD/9ufkAJWU2YkO9ad3Ix+w40gBZLBYeGNGKieca/72/PT+ep2dtwWZTcVxEpKE6nQ42ERERpKamVvncjz76KEOHDiU4OBiAq666infeeYfdu3cf9/hOnTrx3HPPHfe1wsJCHn30Ua677joArFYrl19+OQ899FC9uMnrlT+2A3Bx1whiQ71NTiNVUl4Gaz43tvvcAeoKJSIiUifUt/HP0nIbszakADC2S5Na/3wRqX7OTlaeGt0WgK9WJLI9NdfkRCIita9KhfGMjAzmzZvHoUOHzujD3NzcmDhxIvHx8dxyyy1Vem9qaiqvvvoq6enGDOiUlBRmzZrFpEmTzihLQzBrg9qoS91w26AYnr2wHQCfL03grm/XUVxWbnIqERExw3/+8x/Gjh3LU089xU8//UR8fPwxx7i6upKXl1el8+bm5jJ79my6du16eF+HDh2wWCwnneXt7u5+3P1///036enpR52vc+fO7Nmzh9WrV1cpW12zbNdBFsdn4OJk4Z6hLcyOI1W1cw7kJINHoGaLi4iI1ACNfxr+3p5OZn4Jwd5u9I8NrvXPF5Ga0Tc2mHPbNaLcZueZXzbXixu/RUSqoko9cL7//nvuuusuhgwZwp9//nncY2w2G+vXr2ffvn00adKEbt26HXNMYGAgr776apWCpqen8/bbb/Pss88yZMgQoqKi+O677wgKCqrSeRqKQ/klLN6ZAcAFnRqbnEYErurTDF8PFx78IY5fN6SQmVfCB1d3w9fdxexoIiJSSyZPnkxcXBxxcXH88ssvlJeXY7FY8PT0pF27dnTs2JGOHTue0bnXrl1LWVnZUdeGla0l169fX+XzVbZy/+f5QkNDAVi/fj09evQ4o5x1wTvzjZsRxveIIjLQ0+Q0UiV2Oyx+3djuciW4HP/GDhERETlzGv80TF+XDMCYTuE4O9VK01ERqSWPnd+Gv7ansST+IHO2HGBku0ZmRxIRqTVVKozPmTMHgDvvvPO4r+/YsYNx48axefPmw/uaNm3KO++8w6hRo84ipjHjZ8+ePWd1joZk9uZUymx22oX7EhOi9phSN1zYuQlBXm7c8uVqlu0+yGUfLOeL63oQ6qtBXRGRhmDixImHt4uLi9m0adPhQnlcXBw//vgjH3/8MXB6Ldf/KS0tDTAGIP/J29ubjIyMKmc93vm8vY1rqhOdr7i4mOLi4sM/5+TkVPlza9qm5GwWx2fgZLVw88DmZseRqtrzN+xbCU5uRht1ERERqXYa/4TswlL+3HoAgIu7qo26SH0TGejJzQOa8/b8eJ77dQvntAzB3cXJ7FgiIrWiSrf7bdu2DRcXF84999zjvn7FFVewadMm7Hb74UdCQgJjxoxh+vTp1RJYTs+suIo26p3CTU4icrT+LYL57pY+BHu7sTUlh7HvLmVXetXa5YqIiONzc3OjW7duXH/99bzxxhssWLCAzMxMEhISmDFjBk8//fQZndfDw+Oon8vLy3FxOfPuJP88X3m5sQzIic43efJk/Pz8Dj8iIyPP+HNrygcLjfXWR3dsrNnijmbXfPjuamO769Xgo1kdIiIiNUHjn/D7xhRKymy0CPWmXbiv2XFEpAbcNiiGMF83kjIL+WSx+TfkiIjUlioVxg8cOEDLli1xc3M75rVFixaxZs0aLBYLd955J/Hx8WzZsoU77riD8vJybrzxRg4ePFhtweXE0nKKWLbb+LM+v4PaqEvd076JH9Nu60uzIE+SswoZ995S1uw9s7W7RESk7jjb9RgBoqKiGDNmDI8//niV3hcebtwMmJ2dfdT+vLw8QkJCqpzjeOerXPf8ROebNGkS2dnZhx9JSUlV/tyalHiwgF83GDdP3jwwxuQ0UiUlBTDtZijOhsjeMPhRsxOJiIjUWxr/PNJGfWzXJlXu5CQijsHLzZlJo9oAxnJbqdlFJicSEakdVSqMFxYWHveiEGDatGkAxMbG8uabb9K8eXNat27NW2+9xbXXXktWVhaffPLJ2SeWU/ptYwp2O3SJ8tdMIKmzooI8+fG2vnSK8ONQQSkTPlp+uNOBiIg4pu+//54RI0Zw6aWXnvAYm83G2rVrmTlzJmvWrKm2z27Tpg0uLi6HW6CDce2ak5NDz549q3y+Tp06ARx1vtTUVIATnq9yTfN/PuqSjxfvxmaHc1qG0FYzfxzLms8gPw38o+CameAZeOr3iIiIyBlp6OOf+w4VsGJPJhYLXNRZbdRF6rMLO4fTNcqfgpJyXpq9zew4IiK1okqF8ZCQEBITE4/72oIFC7BYLIwbN+6Y15588kkAfvvttzOIKFU1a0MKAKM7qo261G3B3m58fVNvhrUJpaTMxl3frOPtv3Zit9vNjiYiImfgdNZj7Ny5Mz169GDs2LH07NmT5s2b8/vvv5/1ZwcGBjJq1ChWrFhxeN/GjRtxdXVl9OjRVT7fyJEjCQ4OPuZ8bdu2pU2bNmedt7blFZfx05p9ANyitcXrvtSN8NNNsHeZMVt88f+M/QMfAufjD9SLiIhI9Wjo458/rzcmLfSODiLc3+MUR4uII7NYLDw1uh0A09YlszZRHT1FpP6rUmG8W7duZGRksH79+qP2HzhwgA0bNgAwfPjwY97XrFkzGjVqxJYtW848qZyWfYcKWLP3EBYLnN9RbdSl7vNyc+aDq7pzQ/9oAF6Zs4MHfoijuKzc5GQiIlJVZq/H+PjjjzN37lwKCwsB+OKLL7jnnnuIiIhg4cKFdO/enaysrKPeU1paCkBZWdlR+11cXJg0adLhWUFlZWV88803vPjii2ed0wzT1yWTX1JOTIgXfWKCzI4j/1aUDfOehe+ugl/uh/f7w8bv4cfrYfm7R2aLd5pgdlIREZF6ryGPf9rtdqatNW6mHNtVs8VFGoJOkf78p1sEAE/P3IzNpglLIlK/Vakwfvnll2O325k4cSI2m+3w/q+++gq73Y63tzf9+vU77nsjIiKOWfNRqt+vFbPFe0UHEubrbnIakdPjZLXwxAVtefai9jhZLUxbm8xVn6zkUH6J2dFERKQKzF6PsUePHrz11lvccMMN3HXXXQQEBPB///d/gLFWeEJCAjk5OYePj4+P55lnngGM69m5c+cedb7777+frl27cuutt3LjjTcyceJELrjggrPKaAa73c7U5XsBuKJXU60TWdfkpRmF8EWvwNaZsPof7Vdz98NfzxrbAx8CJxdzMoqIiDQgDXn8c2NyNrvS83FztjKqfSOz44hILXno3FZ4uzkTty+baeuSzY4jIlKjnKty8Lhx4+jTpw9z586le/fuXHrppeTk5PD2229jsVi48MILcXE5/mBNXl4efn5+1RJajs9utzO94h+u0Z3URl0cz1W9mxIV6MmdU9eyck8mY99dwsfX9CA21NvsaCIichqqsh5jpbfeeov8/Hy++OILPvnkEx5++OGzyjB27FjGjh17zP7Ro0eTkZFx1L7Y2FieffZZnn322ROe77///e9Z5akL1iZmsS01FzdnK5d0jTA7jvxTeSn8cC1kJYJfFHS5AvLTIWYoFGTAzLuM4xp30mxxERGRWtKQxz9/3WhMuBnWNgwfd92QJ9JQhPq4c9eQWCb/vo0XZ2/j3PaN8HarUulIRMRhVOlvN6vVyk8//cTQoUNZv349cXFxgFGQdXV1PeFAZmFhIfHx8bRu3frsE8sJbUrOOTzoeYHWFxcHdU7LEH68rS/Xf76KhIMFjH1nCf8b35mhbcLMjiYiIqdwNusxfvHFF/z2229nXRiXY01dYcwWH90pHD9PDXDWKXMeh71LwNUHrvwJQloeec1uB6sLuHpBixGaLS4iIlJLGvL455+bDwBwbjvNFhdpaK7t14xvViaScLCAt/+K55FRjvt3mYjIyVSplTpAo0aNWLt2LS+99BL9+vWjefPmDB06lD/++IP27dsf9z2//vorpaWlxMTEnHVgObHvVycBMLJdI/w8NHAmjqtVIx9+vrMfPZsFkltcxo1TVvPWvJ1a40ZEpI5ryOsx1lXZBaX8UrHUzhW9okxOI0fZ9huseN/YvviDo4viABYLdJ4AbceAi5ZIEhERqU0NcfwzPi2P3Rn5uDhZGNQqxOw4IlLL3JydeOKCtgB8ungPCRn5JicSEakZVS6MA7i5ufHggw+ycOFCdu7cyZ9//sk555xzwuNfffVVLBYLgwYNOtOccgpFpeX8vN5oo/6f7mqRKY4v2NuNr27sxVW9m2K3w6t/7uD2qWvJLy4zO5qIiJxAQ16Psa76fVMKJWU2WoX50DnS3+w4Uqm0EGY/Ymz3vQtan29uHhERETlGQxv/nLMlFYA+McFqoy7SQA1pHcrAliGUlNt47tetZscREakRNb5QREZGBl27dsVisXDxxRfX9Mc1WH9uOUBOURnhfu70jQk2O45ItXB1tvLsRe1pF+7LEz9vYvbmVPa8m8+HV3ejaZCX2fFERORfGvJ6jHXVjIobJy/sEo7FYjE5jRy25E3I2gs+4XDOI2anERERkbNUH8Y//9xitFEf0VZL2Yk0VBaLhScvaMO5/8tg7tYDLNyRzsCW6iAhIvVLjRfGg4ODeeedd2r6Yxq8H9bsA+CSbhE4WTXoKfXL+J5RtAjz4bav1rD9QC5j3l7C65d1YkhrfVkTEalLGvJ6jHVRSnYhK/ZkAjCmU7jJaeSwrERY/JqxPeJZcPM2N4+IiIicNUcf/0zLKWJdYhYAw1UYF2nQYkN9uLpPMz5dsoenZ21m9r0DcXE6o8bDIiJ1kv5Gqwf2ZxWyaGc6AOO6qY261E/dmgYw667+dInyJ7uwlOs/X81Ls7dRVm479ZtFRKTWNMT1GOuqWXH7sduhR7MAIgI8zY4jlf54DMqKoGl/aH+J2WlEREREmLs1DYBOkf6E+bqbnEZEzHbPsBYEebmyKz2fz5ckmB1HRKRaqTBeD0xbuw+7HXpFB6q9tNRrYb7ufHdzH67t2wyAdxfs4spPVpCWW2RuMBEROUpDW4+xrpqxbj8AF3ZuYnKSBs5uhw0/wMy74J3esHUmWKww6kVQe3sRERGpAyrXF1cbdREB8PNwYeK5Rke3/83dQVqOxl5FpP5QYdzB2e12fqxoo/6f7pEmpxGpea7OVv47ph1vTeiCl6sTy3dncv6bi1m++6DZ0URE5AxUrsfYq1cvh12PsS7aeSCXLSk5OFstnNehsdlxGrZlb8O0G2HtFEjfauzrcSM0On4HBREREZHalFdcxtJ4Y0xFhXERqTSuWwSdI/3JLyln8u/bzI4jIlJtVBh3cKsSDpFwsAAvVyfO69DI7DgitWZ0p3B+vrM/LcO8Sc8t5vKPlvPugnhsNrvZ0UREpAoq12NcunQpERFaEqa6/LbRmPUzsGUIgV6uJqdpwPavgzmPG9vdrjUK4p0uhyGPmxpLREREpNLf29MpKbfRLMiT2FBvs+OISB1htVp45sJ2WCwwfV0yK/dkmh1JRKRaqDDu4H5YnQTA+R0b4+nqbHIakdoVG+rNjDv6cXGXJtjs8NLs7Vz96Uq19xERkQZv7tYDAJzbTjdOmmrN58Zz2wvhgv/B+a/C2PfA3c/MVCIiIiKH/VnZRr1dIyxa5kVE/qFjhD/je0QB8OTPmygrt5mcSETk7Kkw7sDyi8v4dWMKoDbq0nB5ujrz6qWdePGSDri7WFkcn8G5byxi/rY0s6OJiIiYIiW7kI3J2VgsMLh1qNlxGq6SAtj4k7Hd40atJy4iIiJ1Tmm5jb8qxk+Gq426iBzHQyNb4efhwrbUXL5emWh2HBGRs6bCuAP7dWMKBSXlRAd70b1pgNlxRExjsVi4rEcUv9zVnzaNfcnML+G6z1fxzKwtFJeVmx1PRESkVs3dagxudon0J8THzeQ0DdjmaVCSC/5NoWl/s9OIiIiIHGPlnkxyisoI8nKla5TGFkXkWIFerjw4shUAr/yxnYN5xSYnEhE5OyqMO7AfV+8DYFy3iFO3OiorhgKtAyL1W2yoD9Nv78u1fZsB8OmSPYx9ZynxaXnmBhMREalFc7cYbdSHt1UbddOUl8Gi14zt7teDVV+7REREpO6Zs9looz60TShO1n+MLRYeMsYSRUSAy3tG0S7cl5yiMl6avd3sOCIiZ0UjNA4qISOflQmZWC1wSdeIkx+8ZSb8ryO81hb2LKydgCImcXdx4r9j2vHJNd0J9HJlS0oO57+5iM+X7MFms5sdT0REpEblFZexbNdBAIa3VRv1GnVgM8y6B3bOPXp/cS7MeRwyd4FHoNFGXURERKSOsdvt/FlxQ+WIf95QuX02vNoaplxoUjIRqWucrBaeubAdAN+tTmJ9Upa5gUREzoIK4w7qm1XGeh4DWoTQyM/9+AdlJ8O3V8D3V0FeKpQVGj+nbqrFpCLmGNomjN/vGcCAFsEUl9n476wtXPXpCvZnFZodTUREpMYs2pFOSbmNZkGexIR4mx2n/tr6C3w8DNZ8DlMvgV8fALsdirLhs/NgxXvGcQMfAjf97yAiIiJ1z7bUXPZnF+HuYqV/i2Bj55aZ8N0VUFYEicsgc4+5IUWkzujWNPDwBL0nf96kCUgi4rBUGHdARaXlfLcqCYArekUde4DNBis/gnd6wbZfwOoMAx6Apv2gOAemjoOspFpOLVL7wnzdmXJ9T569sB3uLlaWxB9k5P8WMn3dPux2XbyJiEj98+dWY9bPsDZhp15qR87M5unw/dVQWgBh7cFihVUfG/s+HASpG8ArBC6dAr1vMzutiIiIyHEtic8AoFd0EO4uTrDxR/jhWrCVgdXFOGjHH+YFFJE655FRrfFxc2bDvmy+X636gog4JhXGHdDM9fvJKiglIsCDoW3Cjn4xKwk+HQm/PQgluRDRA25ZBEOfhPFTIaQN5KbAV5dozXFpECwWC1f1acZvdw+gc6Q/uUVl3PddHLdPXcvBPK2XJSIi9YfdbmfxTmOAc3BrtVGvEXlpMPNusJdDp8vh5r9hxHPGa1tnQuZuo336lT9B2wtBNyeIiIhIHVVZGO8XGwQbvodpN1Vc40yAIY8bB+343cSEIlLXhPi4cd/wlgC8OHsbWQUlJicSEak6FcYdjN1u5/OlCQBc1bspTtZ/DbbNeQz2rQRXHzjvFbj+Dwhra7zmEWAM0vk2gYzt8M0EKFVbaWkYmod48+OtfXhwREucrRZ+35TK8NcXMjNuv2aPi4hIvbArPY+03GJcna10axpgdpz6ad7TRgem8C5w4dvg5Ay9b4cJ38KgSTDmLbgnDhp3MjupiIiIyAmVlttYuceYMNOvuV/FsjA26Ho1XPgutL7AODBhCRTlmJhUROqaq/s0pVWYD4cKSnl1zg6z44iIVJkK4w5mzd5DbEnJwc3ZyqXdI49+0VYOuxcY21d8Dz1vAqvT0cf4NYErfgR3P0haDj/daLxPpAFwdrJy55AWzLijH60b+ZCZX8Ld36zjpilrOJBTZHY8ERGRs7J010EAujcNMNphSvU6tBfWf21sj3rpyHW2xQKtRsGgR4zBZHdf8zKKiIiInIa4pCzyS8oJ9HKlDUnGjX/ufnDBG2C1QnAsBMWCrRR2zTM7rojUIc5OVv47ph0AU1fsZVNytsmJRESqRoVxB1M5W/yizk0I8HI9+sXUDVCUbcwWj+h54pOEtYXx34CTq7EG+R+P1lxgkTqofRM/Zt7Zn/uHt8TFycLcrQcY9trffL8qSbPHRUTEYR1phxlscpJ6atVHxkyq5oMh8iTX2iIiIiJ13OKK68Y+MUFYk1caOyN6GkXxSi3PNZ63z67ldCJS1/WJCWJ0p3Bsdnhq5maNp4qIQ1Fh3IEcyCli9qZUAK7u2/TYA/YsMp6b9TPaOp5Ms35w8UeABVa8D/vXV2tWkbrO1dnK3UNb8MtdA+gU4UduURkP/7SBqz9dyd6D+WbHExERqZJym53lu412mH1jgkxOUw+V5MPaKcZ2r1vNzSIiIiJylpbGG52G+sUEQ1JFYTyy19EHxQ41npNX12IyEXEUj53XBk9XJ9bsPcS0tclmxxEROW0qjDuQqSsSKbPZ6dEsgHbhfscesGeh8dxswOmdsN1F0GGcsT3/hWrJKOJoWjXy4afb+vLoea1xc7ayaGcGI15fyDvz4ykps5kdT0RE5LRs2Z9DdmEpPm7OdGhynOtEqZqinIo1NSvaAsZ9Y2wHNocWI8zNJiIiInIW8ovLWJt4CID+sf8sjPc4+kCfcOO54GAtphMRR9HIz527h7YAYPLvW8kuKDU5kYjI6VFh3EGUlNn4ekUiAFf3aXbsAeWlkLjM2I4eePonPucRsDjBzj8gadXZBxVxQM5OVm4eGMPsewfSLzaI4jIbL/+xnfPfXMTKPZlmxxMRETmlpbuMdpi9mgfi7KRL/CrL3A0lBcZ2zn74aAh8fh683AK2/QorPjBe63nL0S1GRURERBzMyoRMymx2IgI8iHLJguxEsFihSbejD/QMNJ4Ls8BWXtsxRcQBXN8vmthQbzLySnh5zjaz44iInBaN6jiI3zelkJFXTJivG+e2b3TsAfvXQUkeeARAWPvTP3FwLHSeYGzPf656woo4qOhgL766oRf/u6wzwd6u7EzL49IPlvHQD3Ecyi8xO56IiMgJLdllzOTpG6P1xats1SfwZhd4oyOs/hS+HAsHdxqvlRfDt5dDxg5w9YHOl5ubVUREROQsLdlp3FB51GzxsHbg5nP0gR4BFRt2ozguIvIvrs5Wnr3QqEVMXZHI+qQscwOJiJwGFcYdxOdLEwC4oldTXI43C+hwG/X+VZ/FMvBhsLrA7gVH1ikXaaAsFgsXdWnCvPsHMaFnFAA/rNnHkFcXMHXFXsptdpMTioiIHK203Maqig4nfWO1vvhpydkP8XNh22/w+8PGvvx0+OU+SN8G3o3gjlVHWogCnPMQuPuak1dERESkmhy+oTL2JOuLAzi5gFvFEj2F6qYnIsfXJyaIi7s0wW6Hx2ds1NipiNR5Kow7gA37sliXmIWLk4XxPSOPf9DhwngV2qhXCmgKXa82tuc/D3b94yXi5+nC5Is78NNtfWgV5sOhglIem76JC99ZzJq9h8yOJyIicti2lFwKS8vx83ChZajPqd8g8M0E+OoS+HYC2MqgzWgY+FDFixa45CMIaQkXvGa0Fu1xE/S929TIIiIiImfrYF4xW1NyAOgbEwT7TlIYB/CsmDWudcZF5CQePb8Nvu7ObErO4ctlCWbHERE5KYcqjKempjJu3Dj8/PyIjY3lvffeMztSrfhi6V4Azu/QmFAf92MPKCuGpBXGdlXWF/+ngQ+Ck5uxTvmuv84wqUj9061pIL/e3Z+nRrfFp+IC75L3lvLA93Gk5RaZHU9ERIR1ScYNW12i/LFaLSancQAZ8ZCy/sjPXa6CSz6BIY/DVTPgmllHrqlbjYJHU+D8V8CiP1sRERGpWTU99rm0YrZ460Y+BLvZYf9644WIHsd/g2dFN6ICzRgXkRML9nbj4XNbA/DqnB2k5WjMVETqLocqjN9www106NCBd999l2bNmnH77bfz5Zdfmh2rRh3MK2bWhv0AXN232fEP2rcayorAKxRCWp3ZB/mGQ48bje2/ntOscZF/cHaycl2/aOY/OIhLu0cA8NPafQx95W8+Wrib4rJykxOKiEhDti4xC4DOkf6m5nAY22YZz80GwF1r4cK3wdnN2BczGKIHHH28y3FuTBURERGpATU99rl0l7G+eL/YYONGQVupMZ4Y0Oz4b/AINJ41Y1xETmFCzyg6RfqTW1zGc79uNTuOiMgJOUxhfNOmTVx33XU89dRTXHHFFcyePZtWrVrx0UcfmR2tRn26ZA8lZTY6RfjR5USDnZVt1KMHnN1Mlv73gYsn7F8L238/8/OI1FPB3m68NK4T02/vS8cIP3KLy3j+t62MeH0hv29Mwa4bSkRExATrEitnjAeYnMRBbK0ojLe/GIJizM0iIiIiUqE2xj5X7jFmfvdpHnSk+2RkzxOPJ1bOGNca4yJyCk5WC89f1B6rBWbG7WfxzgyzI4mIHJfDFMaDg4MZN27c4Z+dnZ0ZNWoUmZn198Isu7CUKRVt1G8fHIvlRBepCYuM52YDjv/66fIOgV63GNvzXwCb7ezOJ1JPdYkKYMbt/Xjpko6E+Lix92ABt01dy6UfLCMuKcvseCIi0oBk5peQcLAAgM4R/uaGcQSHEiB5DWCBVuebnUZERETksJoe+8wuKGVXej4AXZsGQNIp1hcH8KycMV5/x19FpPq0b+LH1X2aAfDkz5vUZVNE6iSHKYw3atTomH1lZWX06dPHhDS1Y8rSBHKLy2gZ5s3wNmHHP6ik4MiF7JmuL/5Pfe8GN184sBG2/nz25xOpp6xWC5f2iGTBg4O4e2gL3F2srEo4xIXvLOG+79aTnFVodkQREWkA1lesLx4T4oWfp4vJaRzAxh+M5+bngM8Jrq9FRERETFDTY5/rKq4bmwV5EujpcnqFcbVSF5Equn9ES0J83Nidkc8Hf+82O46IyDEcpjB+PPPnz+f+++8/4evFxcXk5OQc9XAU+cVlfLpkDwB3DI7Faj3BbPGkFcZ6QL5NILD52X+wZyD0vt3YXvHB2Z9PpJ7zcnPm/uEtmf/gIC7u2gSA6euSGfzKAp77ZQuZ+SUmJxQRkfqscn1xtVE/DXY7bPje2O5wqblZRERERE5DdY59rq24buwaFWB00clPA6sLNO504gBuPhUf5DhjqiJiLl93F564oC0Ab8+PZ+/BfJMTiYgczWEL49OnT2fYsGG0adPmhMdMnjwZPz+/w4/IyMhaTHh2vlmZyKGCUpoGeXJ+h8YnPvDw+uIDz2598X/qNN543rcaSvQPl8jpaOznwWuXdmbmnf3o3TyQkjIbHy/ewzkvzeeteTspKCkzO6KIiNRDRwrj/qbmcAgJiyBjBzi7Q5vRZqcREREROanqHvtcl2jMGO/yzzbq4Z3Bxf3EIfLTjWfP4KrGF5EGbHTHxvSLDaKkzMaTP2/GbrebHUlE5DCHLIwfOnSIKVOm8NJLL530uEmTJpGdnX34kZSUVEsJz05RaTkfLjTajNx2TgzOTif5n6m61hf/p4Bm4BdpzERPXF595xVpADpG+PPNTb35/LoetG3sS25xGa/+uYOBLy3gy2UJlJTZzI4oIiL1RLnNzvqkLAC6RGrG+HGt/RL+Lwo2T4cF/2fs63o1uPuam0tERETkJKp77NP2j+vGrlH+RgdKOHkbdYCc/cazX5MqpBeRhs5isfDshe1xdbLy9450ft+UanYkEZHDHK4wbrPZmDhxIm+99Raurq4nPdbNzQ1fX9+jHo7gxzX7SMstprGfOxd3jTjxgcW5kLzW2I6uxsK4xXKk0F5ZeBeR02axWBjUKpRf7urPG+M7ExXoSUZeMU/8vJkhry7g+1VJlJarQC4iImdnV3oeecVleLo60TLM2+w4dU9JAcy8E4qy4YdrYe8ScHKF/veZnUxERETkhGpi7DM+PY/cIuO6sVWYzz/WF+958jA5+4xnXxXGRaRqmod4c+s5xtKvT8/aTE5RqcmJREQMDlcYf+yxx7jtttuIiDhSME5LSzMxUfUqLbfx3oJdANwysDmuzif5n2jvMrCXGzO8/aOqN0hlob2yVbuIVJnVauHCzk2Ye/85PD2mHcHebuw7VMjDP21g2Gt/M23tPsptaiUkIiJnJq5i1k/7Jn4n7zDUUK35/F87LDDkCfANNyONiIiIyGmpibHPtXuNNuodI/xwLsuHtM3GCxGnKIxnJxvPKoyLyBm4fXAszYI8OZBTzCt/bDc7jogI4GCF8SeeeIKysjIOHDjA7Nmz+eWXX3j44YdZvXq12dGqzc/r95OcVUiwtyvje56i2L3nb+M5emD1B6mcMb5/PRTlVP/5RRoQV2cr1/RtxqKHB/PYeW0I9HJl78EC7v8+juGv/83P65NVIBcRkSrblpoLQLtwx+iKVOsqC+NDn4Qhj8ON86Df3aZGEhERETmZmhr7XJeYBUDXqABIXgN2G/hFgW/jE7/JboecisK4WqmLyBlwd3HihbEdAPhy+V7WVNykIyJiJmezA5yuV155heeee+7wdqWAgACef/55s2JVq3KbnXcXxANwQ//muLs4nfwNh9cXr4HCuH+kMRP9UAIkLoOWI6v/M0QaGA9XJ24a2JzLe0XxxbIEPly4m93p+dzz7XremLuT2wfHcmHncFw0609ERE7DtlTj5sU2jVQYP0bGTsjYDlYX6HEjuPuZnUhERETkpGpy7HNtolGM6hoVAEkzjZ2naqNeeAjKioxtH3XcEZEz0zc2mHHdIvhxzT4mTdvAL3cNOHmXXBGRGuYwfwM9+OCD2O32Yx6ZmZm4uLiYHa9azN6Uyu70fHzdnbmy9ylmixdkQsoGY7s61xf/p2Zqpy5SE7zcnLl9UCyLHh7M/cNb4ufhwu6MfB78IY4hry7g6xWJFJeVmx1TRETqMLvdztYUY8Z468Y+JqepA/Ysgo+GwDu9Yc4TsPFHY3/0ABXFRURExCHU1NhndmEpO9PyAOgS5Q9JK4wXInud4o0V64t7BoOL+xl/vohIZQfNHQfy+HDhLrPjiEgD5zCF8frOZrPz9nxjtvi1/aLxcT/FBe/epYAdgluCT6OaCVXZor1yZrqIVCsfdxfuHtqCJY8MYeK5rQnyciUps5BHp29k0MsL+HTxHvKLy8yOKSIidVB6bjGZ+SVYLdAyrIEXxnf8AVMuNNqCpm+FpW/C3/9nvNb6fHOziYiIiJgsLikLgKZBngR5usC+VcYLp5oxrjbqIlJNArxcefKCtgC8+Vc8u9PzTE4kIg2ZCuN1xIz1yWxNycHbzZnr+jY79Rt2/mE8Nx9Uc6EqZ4ynbDDaJ4lIjfB2c+a2QTEsnjiEJy9oS5ivGynZRTzzyxb6TJ7HS7O3kZZTZHZMERGpQ7ZWrC8eHex16uV36jObDf58Cuzl0PYiuOQT8I0wXnP3gzZjTI0nIiIiYraNydkAdIrwh6y9UJQNTm4Q1v7kb6ycMV55bSUichYu7BzOwJYhlJTZeHT6Rux2u9mRRKSBUmG8DigqLeflP7YDcPvgGAK8XE/+Bls5bPvN2K7JWTC+jSGoBWCvmKEuIjXJw9WJ6/tH8/dDg3l+bHuig73IKSrj3QW76PfiXzz0Qxw7DuSaHVNEROqAbSnG+uKtGzfw9cV3/G7MEnf1gdFvQIdxcE8cPLAd7t8K3qFmJxQREREx1ZaK68a24b6QttXYGdISnJxP/sac/cazZoyLSDWwWCw8f1F73F2sLN+dyQ9r9pkdSUQaKBXG64BPFu8hJbuIJv4eXN8v+tRvSFoJBRnGLJim/Wo2XOX65XvUTl2ktri7OHFFr6bMu/8cPryqGz2aBVBabueHNfsY8fpCrv1sJUvjM3RnpYhIA7atYsZ4m0YNqI16VqKxhvjkSHg2FN7oBNNvM17rcQN4+BvbTs7GUkOuXqZFFREREakrtlYWxhv7QtoWY2do21O/sbKVum94DSUTkYYmMtCT+4e3BOD5X7eSnltsciIRaYhUGDdZRl4x7y3YBcBDI1udXivMbb8Yzy3PBadTrEV+tirbqWudcZFaZ7VaGNGuET/c2pdpt/flvA6NsFpgwfZ0Lv94BRe8tZif1ydTWm4zO6qIiNSyygHO1o0a0Izxuf81ZocX50B5MRxKgOJsiOoDAx4wO52IiIhInVNQUsaejHwA2jT2hfRtxgshrU/95uzKwrhaqYtI9bm+XzTtwn3JLizl2V+2mB1HRBogFcZN9r+5O8grLqNDEz/GdDqNOzDtdtj2q7Fdk23UK1UWxg9sgvyMmv88ETmurlEBvHtFN+Y/OIhr+jTFw8WJzftzuOfb9Zzz0nw+Wrib7MJSs2OKiEgtKCmzsSs9D4DWjRvIjPHkNbDpJ8ACV02HezfCxR/BiOfg6p/BvQHdICAiIiJymran5mK3Q7C3GyE+bkdaqZ/WjPGKNsdqpS4i1cjZycr/XdwRqwVmxu1n/vY0syOJSAOjwriJ4tNy+WZlEgCPnd8Gq9Vy6jelbYVDe8DJDWKG1nBCwDsEQtoY2wmLa/7zROSkmgZ58fSF7Vn6yBAeHNGSYG839mcX8fxvW+n1wlwm/riBTcnZZscUEZEatDsjj9JyOz5uzjTx9zA7Ts0rL4VZ9xjbncZDzBDwj4KOl0Lfu8DZzdx8IiIiInXUUeuLl5dCxg7jhdA2J3+j3X5kjXG1UheRatYhwu/wkrKPT99EXnGZyYlEpCFRYdxEk3/bRrnNzvC2YfRuHnR6b6qcLR4zGNy8ay7cP0WrnbpIXRPg5cqdQ1qweOJgXrykA60b+VBUauO71Ulc8NZiLnpnCT+t2UdRabnZUUVEpJodbqPe2AeL5TRurHR0y9+F1I3gEQDDnzU7jYiIiIjDqLxubNPYBzJ3Q3kJuHqDX+TJ35ifYRyLBXxUGBeR6nf/iJZEBnqQnFXI//2+1ew4ItKAqDBukqXxGczbloaT1cIjo05jXZ9KleuLt76gZoIdT2U79T0qjIvUNe4uTlzWI4rf7xnAD7f24cLO4bg4WViflMUDP8TRe/I8XvhtK3sP5psdVUREqsm2lFygYp3I+q6kAJa8YWwPf9boZiQiIiIip2VrxXVj28a+R9qoh7QG6ymGhCvbqHuHgrNrDSYUkYbK09WZFy/pCMBXyxNZukvLuIpI7VBh3AQ2m53nfzMuRq/oFUVMyGnO/M5KgpT1YLFCq1E1F/DfmvUHLJCxHXIP1N7nishps1gs9GgWyBvju7Bs0lAeGtmKJv4eZBWU8uHC3Zzz8gKu+XQlc7ccoNxmNzuuiIichR0HjAHOlmENYH3xNZ9DwUGjdXqnCWanEREREXEYNpv98IzxowrjoacxQSc72Xj21friIlJz+sYEc0WvKAAm/rSBfLVUF5FaoMK4CaavS2bz/hx83Jy5Z2iL03/j9t+M58je4BVcM+GOxzMQGrU3ttVOXaTOC/Z2447BsSx8eDCfXNOdQa1CsFjg7x3p3DhlNQNfms9b83aSnFVodlQRETkDu9KNLiCnfXOlo4r7DuY8bmz3vRucnM3NIyIiIuJAEjMLKCgpx9XZSnSwF6RtMV4IbXvqN2t9cRGpJZPOa0MTfw+SMgt5+Y/tZscRkQZAhfFalplfwuSKNTNuHxxLkLfb6b/5cBv182sg2Sk0G2g8qzAu4jCcrBaGtgnj8+t6suDBQdwysDn+ni4kZxXy6p876P/iX1z58Qp+Xp+stchFRBxEUWk5+w4VABAT6mVymhpUXgq/PgD2cuh4GXS7zuxEIiIiIg5lW6oxW7xVmA/OTtZ/zBhvc+o3V7ZS94uooXQiIgZvN2cmX9wBgM+XJrByT6bJiUSkvlNhvJY9PWszGXkltAj15vr+zU7/jQWZkLDE2G59Xo1kO6noKq4zXlIAi16D+S8cuctUREzTNMiLSee1Yfmkobx2aSd6Nw/EbofF8Rnc8+16ejw3l0nTNrI28RB2u1qti4jUVXsPFmCzg4+7MyFVucHS0exbBSW54BkMF72v2eIiIiIiVVTZZSg21BtKiyBzl/HC6cwYP1Er9c3T4e+XoaykGpOKSEM3sGUIl3WPBODhH+MoLNEEHhGpORphqkVzNqfy8/r9WC3wyn864ebsdPpv3jnHmDET2g4Cm9dcyBNp2tdY2zxzl3Fx7HeCNYbsdtj2K8yeBNmJxr5Fr0L7S6DPHdC4U+1lFpFjuLs4cXHXCC7uGkFSZgE/rtnHj2v2kZxVyDcrE/lmZSIxIV6M6xbJxV2bEObrbnZkEZEqmT9/Pu+88w7BwcG4u7vz8ssv4+Lictxjs7KyuPPOOwkICCA1NZVnn32W1q2PXnMxLi6Ozp07H/555MiRzJ49uyZ/hZPalZ4HQPMQbywWi2k5atyu+cZz80Fg1b28IiIiIlVVed0YE+IFB3eC3QYeAeAdduo351QUxivH/+x2+OtZY4wPICsBxrwN9fl6VERq1WMXtOHvHekkHCzg1TnbefyC07iJR0TkDKgwXkuyCkp4bMYmAG4eGEOnSP+qnaCyjXqbC6o32Oly9zOK2vvXwZ9PQpcrIKovuPyjaHZwF/z+MMTPNX72jQD/KEhcChu+Mx7NBkCfO6HFCA1yipgsMtCT+4a35J6hLVi+5yA/rt7Hb5tS2JWez4uzt/HyH9s4p2UI47pFMrRNKO4uVbiZR0TEBBs3buTyyy9n48aNBAcHc8899/DAAw/w5ptvHnOs3W5nzJgxXHnlldx8882sXbuW4cOHs3nzZnx9fQ8f98477/Dyyy8f/nn48OG18rucyO5/DnDWZ7v/URgXERERkSqrnDEeE+INaeuMnSFtTq+YXVkY9wgwlriZeRfEfVPxogXWfQXBLaHfPdUfXEQaJF93FyZf3IHrPl/FJ0v2MKpDY7o1DTA7lojUQyqM15JnZm0hPbeYmBAv7h3WompvLi2E+HnGthnri1dqMdIojG/60Xg4e0CzfhAzBPIzYNnbUF4CTq7Q9y4Y8AC4ekHyWlj2jtFuKWGR8fAIgIieENkTIntBk67GsSJS66xWC31jgukbE8zTF7bjt40p/LhmH6sSDjF/ezrzt6fj7ebMiHZhjOkUTr/YYFycdGOLiNQ9jz76KEOHDiU4OBiAq666il69enHvvffSvPnRHXemTZvG8uXL+eOPPwDo2rUrfn5+vP766zz11FMA7N27Fz8/Px588MHa/UVO4qgBzvri75dg9WcwfqpxTXhwFySvMV6LGWxuNhEREREHZLfb2Z1WcUNlqDds3GK8cDrriwNYKzou/XSTUQBPXAoWJxj9P2Oc8veH4c+nIH0HDLgfgmKq/5cQkQZncOtQLu7ahGlrk3n4xzh+vXuAJuqISLVTZaMWzNt6gGnrkrFa4OX/dKr6X+a75kNpAfhFQqOONRPydAx8EMZ9Cp2vAJ/GUFZozA7/41FY/JpRFI8dBrctg6FPHil0N+kK4z6BezcYBXM3Pyg8BDv/MNowfXEBTI6EDwbCz3fCsndh9wLISzfvdxVpoHzcXbisRxQ/3NqX+Q8O4o7BMYT7uZNXXMa0tclc+9kqer0wj8emb2TF7oPYbFqPXETqhtzcXGbPnk3Xrl0P7+vQoQMWi4WffvrpmON/+OEHWrdujYeHx+F9nTt35vvvvz/886uvvsqUKVO45ppriIuLq9lf4DTVqxnjWYlGJ6L5z0Pufvj1fijOhd8eNFp9xgwFvwizU4qIiIg4nIy8YnKLy7BaoGmQJ6RtNV443cL4hG8hrD0UZBhFcRdPY1/Xq6HnzdD7DsAO67+Ct7vDD9fBrr/AZqux30lEGoYnL2hLiI8bu9Lz+d/cnWbHEZF6SDPGa1h2YSmPTt8IwI0DmtM16gzaf2z71Xhufb65a/c4uRhrhbe/xFhbKG0r7JpnzGYvyTfaJ50so18EjHgOhjwJBzZC0kpIWmE85yRDSpzx+CevEONCvFk/iD4HwrsYOUSkxkUHe/HQyNY8MLwVaxMPMTNuP79tTCEjr4SpKxKZuiKRRr7uXNCxMaM7hdMxwq9+r3crInXa2rVrKSsrIygo6PA+Nzc3fH19Wb9+/THHr1ixgmbNmh21LzQ0lG3btlFUVISbmxsFBQVER0czdepUvv76a959911uuummGv5NTi7hYAEAzYIdvDBemAUfDoKCg0f27V8HkysK4U6uMOolM5KJiIiIOLw96cY1Y2SgJ27OTpBWOWP8NNfsDWkJN84zJrQkLoPzXoYm3YzXLBY49wVoNxYWvgQ758DmacbDNwJ63wo9bjp6+UURkdPk7+nK8xe15+Yv1/Dhwl2MbBdGlzOpqYiInIAK4zXsuV+2cCCnmObBXtw/vGXVT1BeBtt/M7bNbKP+bxYLhLU1Hn3vqtp7nV2Ni+km3aD3bca+7H2wbzUc2GxcrB/YDIcSID/dWGNy93zgOXD1hqZ9IXqg0do95Az+TEWkSqxWC92bBdK9WSBPXtCWZbsPMituP79vSiU1p4iPF+/h48V7aBrkyeiO4VzQqTGtwnxUJBeRWpWWlgZAYGDgUfu9vb3JyMg47vH/nF1eeazNZuPQoUM0btyYjz/+GID4+HiuvfZabrvtNrp06UL37t2Pm6G4uJji4uLDP+fk5JzV7/RvWQUlZBeWAhAV6Fmt5651qz81iuJ+UXDOw5CbCvOfM14LbA5DnoDgWHMzioiIiDioPQcruwx5Q3Ge0akHTn/GOBiF7ZHPn/j1yB5wxQ/GJJc1XxjLLubsgzmPw/L3YNAj0OUqcyf5iIhDGtGuERd1DmfG+v3c/30cv97dH09XlbJEpHrob5MaNHfLAX5Ysw+LBV4a1/HM1sPYuxgKM401uaP6Vn/IusIvwni0u+jIvpJ8SNsG+9fCnoXG2uSFh4w7UXfOgTlPQJ87YMjj4OJxwlOLSPVxdrIyoEUIA1qE8OxF7Vm4I4OZcfuZu+UAew8W8Pb8eN6eH0+zIE9GtmvEiHaN6BLpj9WqL8IiUjv+2RodoLy8HBeX43ebOd6xwDHHx8bG8vvvv9OlSxc+/PDDExbGJ0+ezNNPP32m0U9pb8Vs8VAfN8ceFCgtghXvG9tDHoNO441uRG1Gg7uvsWSPBlBFREREztieDOO6sXmwF2RsN3Z6h4Fn4EnedYYad4ILXoORL8DG72HBi0aBfOZdUF4KPW6o/s8UkXrv6THtWb47kz0Z+Uz+bRvPXtTe7EgiUk9ojfEasj01l3u/Ww/A9f2i6d7sDC88474zntteBE4OPAB6Jly9IKIb9LwJLvsSHtoNtyyCEc9DzBDADsvehvf7Q+IKs9OKNDhuzk4MbxvGWxO6sOaJYbw5oQvD2oTh6mwl4WABHyzczSXvLaX35Hk8PmMji3amU1qu9cZEpGaEh4cDkJ2dfdT+vLw8QkJCjnv88Y51cnI6ZtY5gI+PD3fffTcJCQknzDBp0iSys7MPP5KSks7gNzmxvZnGAGfTIAefLb7hO8g7YLTabH+Jsc9igdDW4BuuoriIiIjIWUrMzAcgOsQLMirW6A2u4a6LLu7GGuR3rYEeNxr7ts6s2c8UkXrLz9OFV/7TCYAvl+9lwfY0kxOJSH3RwCqttSMjr5jrP19FXnEZvaIDmXhu6zM7UUn+kQvITuOrL6CjslqhcUfj0fdO2D4bZt0DB+Ph05GaPS5iIk9XZ8Z0CmdMp3Dyi8tYsD2dPzanMn9bGmm5xXy1PJGvlifi6+7MsDZhjGjXiHNahuDhegadNEREjqNNmza4uLgcbqkOUFhYSE5ODj179jzm+E6dOh1TuE5NTaVbt25Yrce/dzQ2NpaIiIgTZnBzc8PNze0Mf4NT25thDHA2DXLg9cVtNlj6prHd53ZwOv5sfhERERE5c8mHCoGK5XcSKwvjLWrnw13cjcL4qo+NiSxlxeBcc9fIIlJ/9W8RzLV9m/H50gQe/nEDf9w7kAAvV7NjiYiD04zxalZUWs7NU1aTnFVIsyBP3r+yG67OZ/jHvO1XKMmDgGYQ2atac9YLrc6FO5ZDpwkcNXs8aZXZyUQaNC83Z87v2Jg3J3Rh9RPD+Oy6HkzoGUmwtys5RWVMW5fMrV+tocuzc7h5ymq+X5VEWm6R2bFFxMEFBgYyatQoVqw40kVm48aNuLq6Mnr06GOOv+KKK4iLi6OoqOio48eNG3fCz1i3bh3XXXdd9QavgsMzxh15ffE1nxo3Nbr7GTOKRERERKTaJWcZhfGIAE/I2GHsDKqlwjhASGvwDIayQkheU3ufKyL1zsRzW9M8xIu03GIe/3kTdrvd7Egi4uBUGK9GdrudiT9tYG1iFr7uznxybY+zu4Mp7lvjueN4tZQ8EY8AGPs+TPgOvBsZA62fnQvL3jXWqhQRU7k5OzG4VSiTL+7IikeH8cOtfbixfzQRAR4UldqYs+UAD/+0gZ7Pz2P0W4t57c8drE/KwmbTf78iUnWPP/44c+fOpbDQGAj84osvuOeee4iIiGDhwoV0796drKwsAEaPHk27du347bffAFi1ahVFRUXcfvvtACxfvpwJEyYQHx8PwLx58ygrK2PAgAG1/4tV2HuwYsZ4sIPOGN+3GmZPMrbPmQhuPubmEREREamnikptWCwQ7u9ujJVB7c0YB2Mcs1l/Y3vvktr7XBGpdzxcnXj90s44WS38uiGFmXH7zY4kIg5OrdSr0Vt/xfPz+v04Wy28d2U3YkK8z/xkuamwe76x3fHS6glYn7U6F6KWwy/3w+Zp8Mck2LcSxrylQVeROsLJaqFHs0B6NAvksfPbsCUlhzmbDzB/exob9mWzMdl4vDlvJ0FerpzTKoQhrUMZ0CIEPw+12hWRU+vRowdvvfUWN9xwA0FBQQQEBPDMM88AxtrjCQkJ5OTk4O/vj7OzM7NmzeL+++9n+fLlpKSkMG/ePLy8jKKzv78/69evp2PHjvTq1YtrrrmGp556ysxfj70HHXjGePoOmPofKC+BVudD79vNTiQiIiJSrzXydcfNChzcZewIiq3dAE26wpYZkLqxdj9XROqdTpH+3DUklv/N3ckTMzbRMzqQxn5aTlVEzowK49VkVtx+XvvTaE307EXt6RcbfHYn3PgD2G1GC/WgmGpI2AB4BMC4TyGqN/zxKGyeDge2wGVfQkgrs9OJyD9YLBbahfvRLtyP+4a3JD23mAXb05i/PY1FOzI4mF/CtLXJTFubjJPVQvemAQxuHcrgVqG0DPPGoi4aInICY8eOZezYscfsHz16NBkZGUftCw8P59tvvz3ueVq3bs3WrVtrJOOZKCotJy23GKhYK9KR2O3w8+1QmAlNusHFH6obkoiIiEgNiwzwhKxEKC8GJzfwj6rdAGHtjefUTbX7uSJSL90xOJb529KI25fNQz9sYMr1PbFa9b1SRKpOhfFqMHfLAR78IQ6AG/tHM6FnNVxoxn1nPHe87OzP1ZBYLNDrFmjcGX64BjK2w0dDjJnj7S82O52InECIjxv/6R7Jf7pHUlpuY3XCIeZvT+OvbWnEp+WxYk8mK/Zk8n+/byPM141+scEMaBFMv5hgQn3dzY4vIlLjKteJ9HJ1wt/TwbpobPge9q0CFy+4bCq4nUVXJRERERE5LRGBHkfaqAfFgNWpdgM06mA8Z+6GknxwddDlgESkTnBxsvLaZZ05/81FLI7P4LOlCdzQP9rsWCLigFQYPwt2u51PFu/h+d+2YrfD8LZhTDqvzdmfOHUTHNgITq7Q7tgZT3IaonrBLYvgx+sgoeI5cRkMfxZcVEQTqctcnKz0iQmiT0wQj57XhqTMAv7aZhTJV+w5yIGc4sOzyQFahfnQv0Uw/VsE0ys6EE9X/dMmIvVP8iGjMN4kwMOxumYsexfmPGZs978XfBubGkdERESkoYgM8ISMncYPtd1GHcA7FLxCIT8N0rZCRPfazyAi9UpMiDePndeGJ37ezIu/b6NXdCDtm/iZHUtEHIyqB2eotNzGkz9v5puViQBM6BnFMxe2w6k62ndsqGjp2XIkeAae/fkaKu8QuGoGzH8OFr8OKz+EhMVwyccQ1s7sdCJymiIDPbmmbzOu6duMotJy1uw9xKKdGSyOT2fz/hy2H8hl+4FcPlm8B1cnK12b+jOgRQj9YoPp0MSvev5eFhEx2b6KwnhEgAO1US/IhD+fMJYH6ngZ9LvH7EQiIiIiDUZkoCfsN5Z9JLilOSEatYddfxnrjKswLiLV4MreTVm4M4M/txzg7m/X8ctd/TVJRkSqRH9jnIHsglJu/3oNS+IPYrHAY+e14Yb+0dUze8dWDht+MLY7TTj78zV0Ts4w7L/QtD/MuA3StsCHg2H4M0bLdUeacSUiuLs40S82mH6xwUBrMvNLWLorg8U7M1i0M4PkrEKW785k+e5MXv5jOz5uzvSIDqR380B6Nw+ibWNfnJ2sZv8aIiJVlpxVAEATfw+Tk5yGfavhtwfh4G6wlUFYB2NdcRERERGpNREBHrCxopV6cAtzQoRVFMYPaJ1xEakeFouFly7pyKh9i9idns/TM7fw4riOZscSEQeiwngV7T2Yz/Wfr2JXej6erk68Ob4Lw9qGVd8H7F4AeangEQixw6vvvA1di2Fw21L4+XbYOQdmT4T4uXDRu0ZrJxFxSIFerlzQMZwLOoZjt9tJOFjA4p3pLNqZwbJdB8ktLjvchh3Ax82Z7s0C6N08iN7Ng2gXrkK5iDiGf7ZSr9OS18Bno6C85Mi+9hebl0dERESkgYoM/GcrdZMK45XrjKeqMC4i1SfAy5XXL+vM5R8v57vVSQxoGcwFHcPNjiUiDkKF8SpYuiuDO6au5VBBKY393Pnkmh60Dfet3g+Jq2ij3v4ScHat3nM3dN4hcPn3sOpjmPM4xP8J7/SCqD7g1wT8IioekRAYA15BZicWkSqwWCxEB3sRHezFVX2aUW6zs2V/Dst3H2T57oOsTMgkt6iM+dvTmb89HQDvikJ5r+ggejUPpH24H67OKpSLSN1zpJV6HS+ML3376KI4qDAuIiIiUstcnCw0cisxJt8ABJuwxjgYM8YBUjfAkjchZvCRYrmIyFnoExPEHYNieXt+PJOmbaRThL9xQ5CIyCmoMH4a7HY7U5bt5ZlftlBus9Mpwo+Pru5OqK979X5QcS5s+8XY7jS+es8tBosFet4EzfrDjzdA2mbY/uvxDoSm/YyB3LYXgldwrUcVkbPjZLXQIcKPDhF+3DSwOeU2O1tTKgvlmazcc5CcojIWbE9nQUWh3M3ZSqdIf7o3DaB7swC6RgXg76mblETEfMlZFTPG63Ir9bx02DrL2L75b9jyM3gGQkAzU2OJiIiINDSBXq44ZVa0UfcOA3c/c4IEtwDPICg4CH8+AX8CXa+B0W9oeUMROWv3DGvB0l0ZrE3M4p5v1/H9LX3UGVJETsnhCuM2m41vvvmGJ598kl27dtX455WU2Xjy5018uyoJgLFdmjD54g64uzhV/4dtnQWlBRAUC026Vf/55YjQNnDzfNizCLISIHtfxSMZspOMx97FxuO3h6D5OcYs/lbnGQO8IuJwnKwW2jfxo30TP24cYBTKt6XmVKxJfpDVCZkcKihl5Z5MVu7JPPy+FqHedG8WQLemgXRvGkDTIE8s+gIvIrWopMxGak4RABEBdfQO+LJi+GMS2EohvCuEdzYeIiIiIlIl1TH26e/pChkVhXGz2qgDOLkYN0xunQm7/za6N679Aly9YeTzKo6LyFlxcbLyxvgunPfGItYmZvG/uTt5cGQrs2OJSB3ncIXxH3/8kffee4/du3fX+Gel5xZz21drWL33EFYLPDKqNTcNaF4zBZGyYljzubHdcbwuDGuDs5ux9vjxZCXB5umw6SdIWQ+7/jIeFis07gzNBxnF8sje4FLNnQNEpFY4WS20C/ejXbgfN/SPxm63sys9nzV7M1mdcIg1ew+xOyOfnWl57EzL45uVxg1Swd6udI0KoGvTADpH+tOhiR9ebg73z6mIOJADOUXY7eDqbCXYu452sZh+i3HtZLHCwAfNTiMiIiLisKpj7DPQ0xUOVqwvblYb9Ur+kdDnDuOx/muYcRssfwc8/OGch83NJiIOLzLQkxcu7sBd36zj7fnxdG8WwKBWoWbHEpE6zOFG8i+99FIyMzNZsmRJjX7O6oRM7vpmHSnZRfi4O/PWhC419xdq8hqYcTukbwOrM3S8tGY+R06ffyT0u9t4HNwFm6fB5hlwYBPsX2s8Fr8Gzu4Q1Ru6X2+0XBcRh2WxWIgN9SY21JvLekQBcDCvmDV7D7Em8RBrEg6xYV82GXklzNlygDlbDgBgtUDLMB86R/rTKdKfzpH+tAj1VusmEak2KdnGbPHGfu51s2PFlplGUdzqDBO+hRbDzU4kIiIi4rCqY+zTz8MZUjYYP4S0rqZk1aDz5VCUDbMfgfnPG23We9xgdioRcXCjO4WzYs9BvlqeyH3frefXuwcQXpeXIRMRUzlcYRzA3b1mZuja7XYW7czg/b93sXTXQQCah3jx0dXdiQnxrv4PLCuGv1+Exf8Dezl4hcCYtyCgafV/lpy5oBgY+JDxyEmBPX/D7gXGIzflyHbH8XDeS+at2yQi1S7I240R7Roxol0jAIrLytmUnM3qhEOsT8pifVIWKdlFbEvNZVtq7uFlNzxcnOgQ4UfnikJ5p0h/wutqQUtE6ryUbGN98Ua+dbBLzfbZxmxxgH73qiguIiIiUg3OduwzyNMKe5cZP0T1qYZE1aj3bVB4yBgTXTBZhXERqRZPXNCWuKRsNiZnc8fXa/nu5j64OmvSiogcyyEL49Wt3Gbnt40pvP/3LjbvzwHA2WphbJcmPDG6Lb7uLtX/ofvXGbPE07YYP7e/BEa9DF5B1f9ZUn18G0On8cbDboeMHUYbqKVvwoZvYe9SuPhDaFrHvnSISLVwc3aiW9NAujUNPLzvQE7R4SJ5XFIWG/Zlk1dcdsxa5YFerrRv4keHJr60DzfWOo8I8FCxXEROKfUfM8brlKxE+P5qKC+GmCHGTYQiIiIiYrrmtkQozjEmbzTqYHacY/W92yiM56dDQSZ4Bp76PSIiJ+Hm7MS7V3Tl/DcXsS4xi8m/b+Wp0e3MjiUidVC9LowXFxdTXFx8+OecHKPovScjj4zkQnan57M7I48l8QdJzCwAjFl+E3pGccOAaJrURLsNWzksfBn+fsmYJe4ZDBe8Dm3HVP9nSc2yWCCkFQx/GlqNgmk3Q9Ze+Pw86H8fnPMIONfRdUBFpNqE+bozsl0jRlbMKi+32dmdnse6fxTLt6XmkplfwsId6SzckX74vQGeLrRvYqxz3qGJ8YgMVLFcRI5W2Uq9kZ+JreBsNqMA7lKRISMept1k7GvaDy7/Hpxq4GZSERERETmhE419xhZuNHY07QdWJzOinZybN/g0NjoxZu5WYVxEqkVkoCevXdqZG6es5rMlCfRoFsh5HRqbHUtE6ph6XRifPHkyTz/99DH7R7+1BKub51H7AjxduLZvNFf3aUqAVw0VM/PSYdqNRtttgHYXw3mvaJZ4fRDVG25dbKyRtH4qLHoV4ufBpV9AQDOz04lILXKyWmgR5kOLMB8u7R4JQFFpOdtSc9mYnM2mfdls2p/N9tRcDhWUsmhnBot2Zhx+v6+7M+3C/Wjd2Ic2jXxp09iXFmHeuLvUwcEMEakVB3IqCuO+buYEsNvhx+tgy8/QrD8Et4DVnx55fcRzKoqLiIiImOBEY5+NC7YZG1G9azlRFQTFGoXxg/EQ0d3sNCJSTwxrG8Yt5zTng7938/CPG2jT2JfoYC+zY4lIHVKvC+OTJk3i/vvvP/xzTk4OkZGRuLlYiW3sS/MQL2KCvYgN82FYm1A8XSv+OOx2+O1Boy32FT+AX8TZh0lYAj9eD3mp4OIJ578GnSec/Xml7nD3hYvehRYjYNY9kLIevhwLN/wJXsFmpxMRE7m7OB1eb7xScVk521Nz2ZScYxTMk41ieU5RGct2H2TZ7oOHj7VaoHmIN60b+dCmsS9tGvvQupEvjbVuuUiDYPqM8fVfw5YZxnbCIuMBENbeWA6oSVdzcomIiIg0cCca+wxPnQduFgito22E7XYoyTO2CzJPfqyISBU9NKIV6xKzWLknk9u+WsP02/vh4aoJJyJiqNeFcTc3N9zcjp1Zs+rRYfj7+534jZunwaqPje1f7jNaQ55p4cFmg6VvwLxnjdbpwa2MWcShbc7sfFL3tbvIuNP101FGO6hvxsPVM8HV85RvFZGGw83ZiY4R/nSM8D+8r6TMxo4DuWxNyWFbqvG8NSWHQwWlxKflEZ+Wxy8bUg4f7+fhckyxvGWYjy72ReoZU9cYL86FPx41trvfAB4BsO0X6Hkz9Lih9vOIiIiIyGEnGvs8LKRV7YWpig3fw/51xuQhLS8pItXM2cnK2xO6cN6bi9iWmsvDP23gzfGdNblERIB6Xhg/Eav1JH8B5h6AXx848vPOObDxR+j4n9P/gJJ8yNwDmbtg3VfGOQA6XmbMFHfzPrPg4jj8IuDKH+GTEbBvlbEG56VT6ua6TiJSZ7g6W2nfxI/2TY7cvGW320nLLT6qWL4tJZdd6XlkF5ayYk8mK/YcucPeaoFmwV60buRDi1AfYkO9aRHmTXSwF27O+jtIxNGUldtIyzWxML76MyjKMlpdnveycS0z9InazyEiIiIiVePqXT1dMKtbcS78+aSxPeCBuplRRBxeqK87717Rjcs/Ws6suP20C/fl1nNizI4lInWAQxbGS0tLASgrK8PZuRp/BbvdmCFeeAgadYCWo2DhSzB7IsQMOfFa4EU58PeLxp2OB3cZ7dL/ycnNGEjsevWZzzwXxxPSCiZ8A1MuNGZWzZ4Eo17U/wdEpEosFgthvu6E+bozqFXo4f3FZeXEp+WxLSWXbak5bE0xiuYH80vYnZ7P7vR84Mi/R1YLNAvyIibUmxYVxfIWoT40D/E6spSIiNQ56XnF2OzgbLUQ5F3La4wfSoClbxnb/e/TDX4iIiIitaRaxj5D29TNMai/XzLGTgOioe9dZqcRkXqsZ3QgT41pxxMzNvHi7G20auTD4H+MrYlIw+RwI+F//PEHU6dOBeCZZ57huuuuIzo6unpOvuF72P4rWF1g7AcQ1MIoaKZtgdmPwCUfHfuewiz46hJIXn30fo8ACGwOwS2hzx1GoV0anqZ9Yez7xvryKz8A/yjoe6fZqUSkHnBzdqJduB/two9eGiQtt4htKblsT80lPi2PnWm57EzLI7eojN0Z+ezOyOfPLQeOek9EgEdFsdyH2BBvYsO8iQ31xtfdpTZ/JRE5jso26qE+bjidrOtRdcvZDx8Pg/x045q2w6W199kiIiIiDVi1jX12r4PL3qTvgOXvGdujXgTnWr7xU0QanCt7RbFlfzbfrEzi7m/W8fMd/Wgeoo6+Ig2ZwxXGR44cyciRI6v/xDn74feHjO1Bj0BYO2N7zNvwyTDY+D10vBRaDD/ynoJM+HIspKw3CuEjnoeQ1hAYDZ6B1Z9RHFP7SyA7Gf58AuY8Bn5NoN3Y6v+cwiyja4FnkNGGyiOgbt4ZLCI1KtTHnVAfdwa2DDm8z263k55bzM60PHYeyCU+PY+dB4w1yw/ml7DvUCH7DhUyf3v6UecK83WjebA30SFeRAd5ER3sRXSIF5EBnrg6W2v7VxNpkA7kFANGG7ha9feLRlE8pA1cNQ2cXWv380VEREQaqGob+2wx4uzPUZ3sdqMrp60UWoyElqf4HcuKIXmNMcblF6kxLhE5IxaLhafHtGfHgTzW7D3EzV+uYfrtffHRZBCRBsvhCuM1wm6HWfdAUTaEd4V+9x55LaIb9LoNlr9jtFm/fRm4+UB+Bky5CA5sBM9guPpnaNTerN9A6rq+d0F2Eqz8EKbdDHuXQs+bIbjF2Z/7wGZY+RFs+A5KC47sd/YA33CjEB/SGrpde+SGDxFpUCwWC6G+7oT6utMvNvio1zLzS47MLK8olu9My+VATvHhx7LdB496j5PVQkSAh1Eo/9cj3M8Da23OahWp59Jzj8wYrzUHNsO6r4ztC14zridERERExLG4+536mNq0ax7s+gucXOHcySc+LnMPrPnMuB4tqPgu6hMOMYNhxHOajCQiVebqbOW9K7sy5q0lxKflcd936/nwqu4avxJpoFQYB+NCa+ccYy3wi94Dp3/9sQx5zGipnrUX5j0LAx+EL8ZA+lbwCoVrZkFoa3Oyi2OwWODc/4O8A7DlZ6NAvvJDaD7YKJC3HFm1dTvLS2HrLFj1MexdcmS/bwSUFUFBBpQVQuYu47FnofF50QOh9+3GnblWzfYUEQj0cqVndCA9o48eXMgpKiU+LY+EjHz2VLRgr9wuKCln78EC9h4sYMG/Zpm7OltpFuRZUSj3pnmwF1FBnjQN8iTMx11fOkSqKD23csZ4LRXGE5fDV+PAVgaxw4xlYURERETE8fx7fNNsKRuM5zajISjm6NfKy2DHbFj9qVFAr+QRAEU5kLsf1k81OnnWRBdGEan3Qn3c+eCqbvzng2XM3ZrGy3O2M/Fc1XREGqI6doVkgqwk+ONRY3vIY8cvcLt6weg34MuLjOLijt8hKxF8GhtF8eqY9Sv1n9UJxn0OexYYM7y3/w675xsP/yhj7c6Q1hDUHAJjwMP/yHsLD8H+9Uar9JT1sHcZ5KcZr1mcoM0F0OMmaNbfKMKXFhlfGnL2G23ct/9mFNL3LDQeAdHQ6xajUF5aCCV5UJIPJQXGrPPAaGjSzfj/vog0SL7uLnSNCqBrVMBR++12O2m5xexOzyfhYEXRvGJ778F8Ssps7DiQx44DecDRa5m7OlmJCPQgKtCTpoGeRAZ6EhXoSVSQJ5EBnni56bJE5N/S84zCeIh3LbRSt9vhtwehJBea9oOxH9T8Z4qIiIhIw1R4CHb/bcwi3zkHclOOvBYzFHrcYEzsOJQAb3cz9hfnwsYfjevWdheBk1ohi8jp6xTpz/9d3IH7v4/jvQW7aBroyfieUWbHEpFa1rBHoBOWwE83QnEORPSEPnee+NiYwdD5CuPuxKxEY2buNTOPvcNR5GSsVogZYjwOJcCqT2DtFOP/U4teOfpYz2AIbG6s73loz7Hn8go12qN3u9Zol/5PLu7GewObGz93usy4CWTVR7DmC+N8sx85eVaLEzTuCJG9Iao3NOkKVmdjjaeyYiiveAZjXXOvYHDzPf6aT2UlUJhpfOlx8zVuKtGMdRGHZLFYCPN1J8zXnT4xQUe9VlZuY39WEbszjp5pnphZQPKhQkrKbexONwrpxxPs7UZUReE8qqJw3jTIi6hAT0J93DTbXBqktIo1xkNqo5X69t8gdSO4esNlX6lNpYiIiIhUHxcP43nTT8ba4VmJYLcded0zCLpcCd2uMyZsVNrz95HtmXcd2U5aAX3uMCZ6lBaAR6AxDlY53mS3G+NQ+RkQ0BSca3FpIhGpsy7uGkHCwQLenLeTx2ZsItzfg4EtQ8yOJSK1qGEWxm3lsOBF+Pv/jAuwoFi4+MNTt7Ie8RzsWw0WK1z+nXFRJXKmAprBiGdh0CTYPM1oXXqwovV53gGjHXpBxj+Oj4bwLhWPzkbB2tn19D/PPxKGPwPnTIS4b2H1Z8bduK5eRx4unsZaT2lbICfZmKG+fx2seO/0PsPJFbxCjCK5xQoFmcajJPfo45zdwb+p8UUnINr4b8nqbLRt/efDYjVuQvGPNGbV+zQ+/n+ntnJj1jsYa6s7uRy/QC8iNcrZyUpUkDEDnFZHv1ZWbiMlu4ikzAISMwvYW/Fc+XNWQSkZecVk5BWzNjHrmHO7OlkJ93enSYAHTfw9aOLveXg7IsCDRn7uuDjphhupfypnjNf4GuO5qfDrg8Z2r1tUFBcRERFxZP51cAZk58uN8aa4b43JIgDBrY5MIGl+zvGL1yGtwbeJMYHDww9cfSBxqTH5Y9VHRx/r6m1MYirMMq5vyysmdHiHGQV3jwCwlUJ5CWAxlg5q3PHI++12Y1a61dko5GtsSaReum9YC5IyC5i+Lpnbp67lx9v60LqRr9mxRKSWWOx2u93sELUlJycHPz8/st8dge+B5cbOTpfDeS+Dm/fpnaS8zCjM6cJIalJxLmTuNh7u/kYh3CPgVO+qXllJxt23icshaTkc2GwUqp3cjC8qlQ+7raL4nXfy81ms4O5nrA1lLz+zTFZn48uQu59xR3BxrvG5pQX//jCj+O7sZhT7w7tAq3ONFlw+YWf22SJSo7ILSw8XyQ8/DhrPyVmFlNtOfrlitUAj338UzgOOLZ67u5ziBrh66vD1T3Y2vr76olebquPPvs/keaRkF/HzHf3oFOlfvQEr2e3w2XnGAGNwS7hxrvFvrYiIiMgZ0PWneQ7/2a/+Ed9ul5gd5/hyUmD/WmjcCfwizuwcvz4Iqz8xJke4ehlF7LwDUFZ07LHO7sffXykwxhjbKsqCouwjs9itzkbXwxbDjQlVIlKvFJeVc9UnK1m5J5NwP3em39GPMN9aWMJMRGpEVa4/G2Zh/BEffL294YLXoNN4s2OJOAa7/eQ3hJQUGDPc8zOM9u92m9HGyjPImHXm7m+0syovg+wko5175h7jOSsJsBtfOg4/nI4cm50E2fuMWeRnq0k3aDnKKJSHtddNLiIOoHK2eXJWIcmHCo9+rniUlNlOeZ4gL1ca+7vTyNeDcH93Gvm509jPncZ+HjT2M9rD18fiuQYmzXO2f/Y2m52Wj/9Omc3O0keGEO7vUQMpgbjvYPrN4OIFty7SUkEiIiJyVnT9aR6HKIxXl3+PU5WXQcYOY5zJM8joOujTCLDAxh+MdcwtFqPboZMLFBwy9tlKT/45HoEw8ThLHIqIw8sqKOHi95ayOz2f9k18+e7mPni5NcwmyyKOrirXnw3zv/LQtnDVVxAca3YSEcdxqgKyqye4Rp26XZeTs9FCPTAaqjLubis32mBlJRozxd28jRZZbt7GHbyuXsas9NLCinXQi4znwkOwewHs+N1oC5+8xnjMfw78IqHlSKNQHj1A602J1FHOTlYiK9YcPx6bzU5GfvFRRfN9/yqg5xWXcTC/hIP5JWxKzjnhZwV5uR5VMP938byRX/0snkvdlFVYSllFt4Rg7xr4N8pWDnOfglWfGD8PfFBFcRERERFxDP8ep3JyhrC2xuPfulxhPP4tPwP2rzfGlDz8jUkd7n5Gp8OvxhkdFDWpSqTe8vd05bNrezD23aVsSs7h9qlr+ejq7rg6a6k+kfqsYRbGr5kFgSFmpxCRqrA6gV8T43EyxytuR/WCQRONdl07/4Dts41ieXYSrPrYeLh4QcxgaD7IaOXlFQreFQ8VzEXqNKvVQqiPO6E+7nSJOnbZCbvdTk5hGclZhaTmFLI/q4jU7CL2ZxeSmn1ku6jUdrh4vnn/iYvn/p4uhPq4EebrTkjFc+i/nkN83FRAl7OWnmusiRjg6VIzX8zXfQVL3zK2o/pAnzuq/zNEREREpPZZG+aQb5V5BUOLYcfuj59nFMWtztDjxtrPJSK1pmmQFx9f053LP1rO3zvSefCHOP53WWesVnUZFamvGuZVkopcIg2Tb2Podq3xKCmAPQth+2+w4w/IS4VtvxiPf3P3g4Boow175SO4hVGsF5E6z2Kx4Ofpgp+nC23Dj99Kx263k11YahTNcwpJyS4iJavIeK4ooFcWz7MKSskqKGXHgbyTfq6fh8tRBfNQX3fCfN0I9TnyHOqrArqcWFqusRZiiE81X7tungHTboZyo/DOkMdhwINaXkRERESkvogZbHYCxxb3rfFsK4Mfr4OrZhjLBIpIvdQ1KoD3r+zGTVNWMzNuP34eLjxzYTss+o4sUi81zMK4iIirp7HOeKtzwWaDlPWwY7bRQis/DfIqHrZSKMo2Xk9ZD6sr2s26+kB4Z6PVVnmZ8WWp8mG3G/u9gsEzGLxCjG2PAHDxBBd3cPaoeHavaAV//BbRIlI7LBYL/p6u+Hu6nrJ4fiCnmLTcosPPaf/6+UBOMSVlNrILS8kuLGVn2skL6L7uzkbx3NeNEG83gr3dCPZxI8jLlWCfI/sCvVzVzquBqZwxHurjXo0n3Q4zbj9SFPdvCn3vVlFcRERERKRSz5shay8krYCUOHgpGmKGQnmJMa7TrB+Ed6love5rjP24eZudWkTOwqBWobx2aWfu/nYdXy7fS4CnC/ePaGV2LBGpASqMi4hYrdCkq/H4J7vdWKM87wCkb6tYn3ytsVZ5SS4kLKq+DC5eRvHcO7SikB5irP1acBAKM43ngkwoyjK+ePmGw/+3d+fhUVX3H8c/dyaTBbKRhFVAUJRd9sWqoKJVFBQVV6iKe1GBgoq0WnAXUawFq5T6U1EruFdccKEKdYGyRgSjgFBQCHsSsmdm7u+PM5kkkG2SSSYZ3q/nuc+9c+fMnW9yuOHc+73nnLhWvqWNGWK+3WCpeWeSG0AdKZ0879wqrsJyxUO37/Elzfdk5WvvYbPed7js6wK3V1n5bmXlZ1eZQJdML/SU2EiTPI+NKtkuJ5EeE0lP9MZux8FcSVKrhCAmxj9/QCrKMQnxgTdLJ/2W0ZQAAACA0toNkG78VHrjWmnTv8y+rUtL3t/8yREfsKR2A6WUk839m5z9Uu5+KeeA6XDRurd09p+kDqfX108AoAZG9mqjzLwi3ffe9/rrv7cosUmkbji9Y6jDAhBkJMYBoCKWZYbKapIktegqdb/E7Pe4pf0/mt7l7nwz55R/cZrP5R0yF0I5+6WcfWadd0hy50nuAqkoz3y2KE+SbZIUGTnmg+5rJgAAN6FJREFUieSq5B00y57vj34vtqXUcUjJ0qyD5C4035130CTX8w6ZOGNbmPJNm5MUAYKo9NDtJ7esIoGe79beUony/dkF2p9dqP2HC7Qvu0AHsgu1P7tAB3IK5fHa/l7oW/flVBlHk0inUmKjlOAsCuaPh3r0Y/phSVLnSv4dBST3oLT5U7N9zSLzfxsAAACA8l04W+p0juk44YyUnC4zuuC2ZdKBrVJBlpSfZe717FxplvLs+EZ66ULp+g/N1H6yTZI8smm9/jgAqjZ28PHKyC3Uk5/+pAc/2KQmkU5dNbB9qMMCEEQkxgEgUM4IqWV3s9SWbUuF2SZ5nr3Pl0Tfa7adEVJMktQk2ZegTzbDrudnSId3S4fTzTprt3Rgs7Tzv6Z3+4Y3zSKZIb6KcquOIzrRJMojoiXLUWqxJMspuWLMBVtkU3PM0usjtx1O3/DyRZKnyAwv7yk0DwEU5viWbLN255te7806miR+Ukcp/jjmb8cxwbIsJcS4lBDj0klVJD69XlsZeUU6kG0S5sXJ8/2lkufFSfV92WYo99xCj3YczJW3oBp/A9Ag+RPjlYxQEJBN75m/za16khQHAAAAqtI0Rep77dH7Tx1f9nXmr+YB1Jz9UtNkM7T6yuel/31dttxLF5ZsR8ZKySf67r04TdI9rpWU0E6Ka11yL0iWmQbJU2jusRTlSgWHTUK+4LBZTjxL6jk66D8+cKy6/axOyswr0vz/bNO972yQZUlXDiA5DoQLEuMAEEqWJUXFmSXphOp9JuG48pPyRfnSL6ukbcvN08u/rimVFLfMHOdNksza6z5iHvUMszQEDpeU0NbEGZMoRSf4lkQzhHy7gVLLnubBAeAY4XBYSmoaqaSmkVUm0W3bVnaB2yTPswu0Y/d+jf5L/cSJ4Mkv8mj7ATMyQJeaJsY9RWY0E8syD2KtfcXs73lFkKIEAAAAoITjpP7jyu77blHZ11EJUkyCudeRd0jK2GHmLw+G9a9KXz1t7i2d9+jRUwUCCIhlWfrjBV3l9tp68evtmvr2Bkkkx4FwQVYBAMKFK1rqeIZZ9Cfz1HD2XnPRFZ1o5lI/kn8e9b2mp7qn0OyzvSWL122S7oXZJtFemGuGfi/MKbWda14X5Zi50R0R5mlnh8sksB0RpXqVx5asnS7T6/3gNunQNunQ/0yi/pDvdUUiY6W2A6T2p0rtB5vejzHNmF8dkLmAi4t2KS7apY4pTdU5ieZeY7R5T7a8ttSsiUvN4wKc7iLtI2nZ4+ZG29Cp0ll/NHMi7lorRcRIva6qm6ABAAAAGFe8Yu5rRCeah/1LP9xv29Lu9WYOcttj7qN4CsyIgBk7zP2ZnP1mSjzL4RvG3bdEREvR8WZEQYfT9EyXSqbbe/tGacK6+v5pgbBjWZb+PKKbJJEcB8IMd0oBIFwV90SvTOl51NWlXsKqlNcjZe2SMn/x9WLPNEtehnl9YIu0Y6VUkCn9/IVZirmamGHYE9qap7Xj20pxLaWmLcww8U2bm3Vlc3jlZ5oh0LJ+NTFk7TIPC0TFmQvZqDhz8RkVax4aKMo3DwsU5Zm1u6Bk+HnLYR5GsJy+ueeP3HaYBH98G7OQ2AdQSlp6liQzjLpV3b8NHre05F5p1fySff+ZLZ18nvTZdPN6wI3mbyEAAACAuuNwmKHSy2NZUps+tf+OeUOP3nfeo5LXazpB5O43CXb/+oDp1JDcSUps75vyLrtkujtZvo4OEaajg7/TQ4TpmBDXsvYxA41IcXLctqWXvjHJcY9XumYQyXGgMSMxDgBoOBxOKbGdWSri9Ur7fpB2fCvtWGGWzJ0mMX1gs1kqExFtLvD8c6j7ktTuAqnwcHB/nkBERJsEeVybkmR58VK8L7YF868Dx4g03/ziXVrFV+8DXo/05nVS2geSLOk3d5qHh9I3SPPPNmWiE6XfTKiTeAEAAADUs8Lssq9jkqT3xpuH/m1PcL+rRXdp/DfBPSbQCFiWpekjTc/xl77Zrj++u0FZ+UW6bWgFD74AaPBIjAMAGheHw8yx3rK7NOAms68ov1Qvb98685eSIeKz95m1O98syq/4+NGJUkI7X6/z40zCuiDLtxyW8n1rh1NyxZie6hHRZjsiWpJtElS21zckmrdkaDT/2jdMfX6WdHiXeWrbnS8d/NksFbGcUlwrX7K8tYkvrqXpeV4cQ/HicJUfQ0RkyVBuxUtEgMM0A6hzqTszJEk9jkuouvCh/0nLnzBJ8Yho6bIXpK4jpD0bpfnDJHee1KyjdPXr9PIAAAAAwsXIZ6Q3rjM9wiUz9Hpp0QlSkxQzgl7TFKlJsrn+3/ejdDjdN81dUzM6nquJ6TzgKTJT6nndZnvrUnOsvRuln5f5ptzz3d+wHFKLrubeBCPgIYwVJ8ejXU49v2yrHv84TYdyCnXv8C7VH+ENQINBYhwA0Pi5os0QZRUNUyaZObwKs00S2usxr1VqPnWHS4pvXflQ63WlKN/MtZ61y7f+1WwXL4d3m4tW2+N779fgfn9EtLlAbppihp5v2lyKbW6249uY4enjjzNJeXqsA3Wu0O3Vhl8zJUl92yeWX8i2TY/wlfOknz6RZJv9o54zSXHJPEB092bTYySuNecvAAAAEE46nC79YaO5R1CcsJZtpmprkmyGQa+tv58l7VprthdcVH6ZVj2lGz6VIpvU/vuABsqyLN07vIsSm7j0+Mdpmrf8Z2XkFunRS3vK6SA5DjQmJMYBAMcGy6revOuh4IqWkjqapSJej+kBn7XL9DLP2mUufrP3+uY5LzXfuTvfzI1eek5zh9O89hSUzN2enyXJNuWrk3C3nL6e6m18T5wn+54+TzFrp8s8fFDgm6Os4LBZewp9vdZL9VyXzNDwCW19PfR9Q+g3bR68J829nlJzwOeVnS/eFROc7wDqQFp6lgrcXiU2caljSgUP63z5uLTs8ZLXHYdIA2+Ruo4sW66h/t0DAAAAUHvFHQXqyll/lJbP8g3Pbpv5xh1OKXuPWSQzfdMXj5jR6QqzzXW4O9/0OE//XtqzQYpvK139T6l1r8q/z+sxU915CiR3oVkX5Zl7B6HoyAAc4bahJ6pZE5emvbNBi1bvVEZeof5yZR/FRPIgOtBYkBgHAKAxcDhNj/b41pL6BeeYXq+ZVz0vwwy9lrO/ZPj5nP2ml3pxAj5rl6/H+i9mqSsOlxQVK0XG+YZ0izVrZ2TJkG6eQrPtKZK8RUdsF0oetxk62lNY8fc4o0qGko+KM8PJOSNL1v5tlylbejsm0fdgQHOT3G/awjyR73DU3e8Fx5R1OzIkSX3aJZY/LFvaRyVJ8f43SoPHSymd6i9AAAAAAMeGk841y5GWPWGS4cW+nVv5cbJ+keYNkdr0KUl4+9cF5vrdXVD53OgDbjbJ+ONPk/r+jkQ5QubKAe2VEOPShNfX65ONe3TV37/V/Gv7q0V8dKhDA1ANJMYBADhWORwlyeFmx1de1usxF6CZv5oe6zn7zbD0OftLkuqeIpPIjooz854XryMiTW9zf891h3nSPDu9ZD74zF/MkPHeIinvkFmCKSKmpEe77TUX3zm+hwCCwXKWDEUf27wkcV48h5vD5Uusu3yJd5dvX2TZ/a4mUnS8qZPIOJLtx6i1O8y//z7tmx395oGt0ru3mu2Bt0oXPFGPkQEAAACApM4XSDtXmhHjmiSZJLWrScnaWyR9/czRn9u1LoAvseSfMkqSVs036x/el3avl4bcXbe95YFKnN+jtV65MVK3vrpGqb9katSzX+uF6weoa+v4UIcGoAokxgEAQNUcTjOEenybuvsOT5HpsV6YXWpI9pyS4dhLJ5cdLskZYZLJxfsdESWJ5ohoczHuijHbxQlmr9ccLz+jZEj5gsO+J9SLSj2tXlTqCfZST7O7881ns/f5Euv7TBLf9pQMJbcnWL8Qq2To96bNze8+rrWZ6z2+jemt7ozyDWXnG86ueG17zcMHtlc6fDhYAaEe2Latb7YekCT1P/6IxHhhjrRorFSQJbUbJP324RBECAAAAOCY16qHNPbtyssMuVvasdI8FO+MMg/Nl1kXj852xL7iEdwcEeaB/NndzDV5aamvm+X8x6WOQ4/+7sqmaHNG+q6zUwL/uYFSBp2QrPfGn6YbXlqln/fnaPRz3+ivV/fRsK4tQx0agEqQGAcAAA2D0yUlHFe33+Fw+HpkB/EJXneh6TWf7RuCPmevb9uXND9q6PdSr4u3vUUmIV+Ua+Z+9xRIsk0CtCBLytwp7Vpbs/gK7KrLoMH4cc9h7TtcoBiXU/06lEqMe73Sv+6Q9m6SYltKl79sbh4BAAAAQEMUFSeddE7tjtE0RbrtK+nZAeW/v+Temh/71Duk8x6puhxQiQ4pTfXu+NP0+9fW6JutB3TTgtW68+yTNHHYSXI6KnlAA0DIkBgHAACojYjI4PemdxeYBHlxr/Zs33zvh9PNkPNZvuHsPYVm3nWv2wx37y0ya8vhWyzJ5ZVEr/HGYvlP+yRJg09IUlSE0+y0benDydLGd8yw/Ze/JMW3Dl2QAAAAAFBfmp8snfuQ9Nn9Zfc7XKbn91GOeDjcU2QeOD/St3PNNbNtl4y4ZnvN54u3i0djyzskHdouDfuzeVDZ3yPd8m1bvlHsIkqN6nbEEhFlRnhD2Elo4tLLNwzUA4s36tUVO/TXpZu1bschPXNVHyU15YF2oKEhMQ4AANDQRESZucpjm9f+WFlZ0n3l3SxAQ/SfzfslSWecVKruN38mrXnRPOxw6d+l438TougAAAAAIAROm2CWmvC4pRfPl35ZdfR738wJ7Fivja5ZDKVFJ0oXPyt1HVH7Y6HBcDkdenhUT/Vt30x/fHeD/rN5vy78638095q+6nfkNGkAQorEOAAAANAAZOQWasXPBxSlQl3o/bf0/nrp1Dulz/5sCpx6u9QzCDdiAAAAAOBY4YyQbvxMOrDVTH1WkC0d3Cpl/lIy0pp/1DWHTC/wUqOwWZb074dLjhfbSv5e6Xbx2ltqJDe3bzQ3d/nx5GdIi8ZIEdFSykkVBF3BENwVzp1ejfJZu81odJJ05jRp0K2m172/V7uz8rnZUS2X9m2r7m0S9PtX1+jn/Tm6Yt63uuOsTrrj7E5yOR2hDg+AJMu27WNm4smsrCwlJCQoMzNT8fFBnFsUAACggaL9EzqB/u5f/+8OPfnOV3q96VM62bPF7HRGmTnnoxOlieulGJ40BwAADRvtz9Dhdw80IMXDs390l7T6/0IdTfU4IkqS5f5h4Y98HWGm+CotP0PK3Gm2x6+QEtpJTpfKJuxLpaGOTEk5IyVHeCWND+cX6U/vfq/3U3dJkk5pm6DZV/RWpxaxIY4MCE+BtIHoMQ4AAAA0AIvX7dRLkTN1sme7uTHgKTRJccspXTyXpDgAAAAANBaWZa7lRjwtDbnbzFPuLjBznnt863JV0I+xwu6NFZUvtT/rV+mDSVXH7HVX3NO9uv42OPDPOCIkVxOTTHdGllpH+pLykUfvP2rbl4jf+m8p94CZV777pdIZk80x3PlSXoaUn2kS+e4C6ZQrpai6SVTHRbv016v76JxuLXXfuxv03S+ZuvCv/9GU356scad1pPc4EEIkxgEAAIAQ+9+BHB2/4x31dG2XNypRjpuXmt4F/35I6nWV1OXCUIcIAAAAAKiJ+DZmCaX+40q2bbskCe4pKtmu8LWnZHh4T5G5Vi3N9kqvXa5KsveV87pNIjvYNrxhlop8OFm65k3fEPKWr4O7Vep1qbXlMA86OCJM73b/ttNsFw+9f4SL2lkaPK69Zi5J03+3H9IrH+/Wt6vX6s6zT1LrxGhZlmT7etb7n2WwLNm2Jdv3/eZ9S17LMmUsh2xLsu2SuG3LIdu25I2IkRxO/7G8tq38Io/yijxmXehVq4Ro5j3HMY3EOAAAABBiC5anaXLEm5Ikx1n3SimdzBtXvhLCqAAAAAAAYceySnpZu2KCc8wZGb6Euy+J7iks74vLxiCZzxQcNj26PYW+pci3FJZaH7HtdZds5+yXvp1bs7j/eXnNPheAFpKekqQo344sSe/V3ff9zX2RnnBfVWmZxy/tqasGtq+7IIAGjMQ4AAAAEEIHcwqVs+4tNXdkKr9pG0X3vzHUIQEAAAAAEBjLMnOROyMCS7hHVz4fcJVsWyrKk1a/UHa/wyVFNjWLq4kU2cTsk+3rnn3Eurx9/ve8ku3xJf49pbbdZrv484WHa/ezBMHvnJ/pB69Jepc8imD7Xpt10brv9fUvsbJK7bNkm87xtvlgk5ydis7dre2uE/X03t7aU9RUkqWureP05OW91DI+uj5/LCBoGl1i/IsvvtCzzz6rlJQURUdHa9asWXK5XKEOCwAAAA1AIG3FjIwM3XHHHWrWrJnS09P10EMPqUuXLmXKzJkzRytWrJBlWRo6dKhuvvnmoMc865MfdZWWSJKiBt8sRUQG/TsAAADQeHD/EwACYFnSiNlmCaX0DdLzp4c2BklxVp7mRFbRg363b6mGTpLOKb1jp/TEzCt0qN8EPXZpz5oFCYRQo0qMb9iwQddcc402bNiglJQUTZw4UVOmTNFf//rXUIcGAACAEAukrWjbti666CKNHTtWt9xyi9auXatzzz1XGzduVHy8eVr9H//4hxYuXKivv/5aXq9X/fv3V1JSki677LKgxbx6+0Glr/mXert+ltcRKUffa4N2bAAAADQ+3P8EgEYq+SSp/W+kHd/U+BD77AQ1tzIlSXvtRO1XoizLIYfDkuVwymFZcjgcilSR2hZsCVbkATvRsUtT/rtDGbmFurRvW53brWXIYgECZdm2bYc6iOoaOXKkEhIS9Oqrr0qSVq9erUGDBmnz5s064YQTqvx8VlaWEhISlJmZ6b/hCQAAEM6OpfZPIG3Ft99+W1dffbUyMzMVE2OGeOvRo4cuv/xyTZ8+XXl5eTr++OP16KOP6qabbpIkPfnkk/rb3/6mrVu3yrIsVaWq3316Zr7GzPlYrxX9Qa2sQ9Lg26XzH63trwEAACCkjqX2Z12ozf1PfvcAEGbWLpDevzOkIRTYLuUpUrmKUp4dpQzFaqW3q3wjrkvyDcPu/4Rdanh26YSUJoqPdkny+kZ096Uki4eqL2e7+PPFQ9mXfJfXX8y8V/b7bFvyWg555Vssp7xyyJZlYrRt3zFsX8xmu3nRr2pZsEMbYwfJsm055JW8bnk9bjlstxy21/cdthyyVVjkVkGR23eMkmW+Z4SWeXsd9TtsERelVgnR8njtsotty+2x5bVtub224qIi9OyYvuramv/DAxVIG6jR9Bg/fPiwlixZopkzZ/r39ezZU5Zl6e2339bdd98dwugAAAAQSoG2Fd9880116dLFnxSXpN69e+uNN97Q9OnTtWzZMu3bt099+/Yt8/62bdu0evVqDRgwoFbxbt5zWLe9+JUeKZypVo5D8iadKMfZ99XqmAAAAGjcuP8JAPCzbemz6aGOQlFWkaJUpETl+DPh/Rybq3+AjDoJq06clvlh9Qs7j951unOjJGmPnVgqXS7ZhZbsfZYi5JFTXhUn2M1iku4O2XIU2nI871WB75P+Mlb992/+wtNLtxX9QQWq/nR/TSOdcjgsOSxLToel35yYrEdG9VRCk4Y1HUyjSYyvXbtWbrdbycnJ/n1RUVGKj4/X+vXrQxcYAAAAQi7QtuLKlSvVoUOHMvtatGihtLQ05efna+XKlZJU5ngtWrSQJK1fv75GiXHbtvXzngx98+8P5fnhAy1yfK0UR5a8kXFyXLFAimwS8DEBAAAQPrj/CQDHMLtU7+miHOnAFuns+6QPJ1fr40XRySqMayfbipDtMIvX4ZIrd4+aHtxUrWP8HN3dv51bUKRCj1eSFBvplGWZJK9Vqgd3XqFb3lK9w4uV9PiWIizJ4bD8+4vfKZvrtf3vW0dsl11M2eJty9ej3GHJLPLKaXt8CWiPIuRWtAqr9bMHU0sro96/M9jOcqaqk3uXNtodqv2ZnEJPmdcffLdbXVvH6/azOgU5utppNInxvXv3SpKSkpLK7I+NjdX+/fvL/UxBQYEKCgr8rzMzzdwMWVlZdRQlAABAw1Lc7mlEs+fUSKBtxb1795bpDV5c1uv16tChQ+UeLzY2VpICbnv++8kxamkdUrPC3WphH9DFltdf5lDccXKO/IvUpL1EGxUAAISBY6X9WRcCbdNy7xMA6sCva6UFFwX2GaucVJtdajjwkp3l7AuSgv1SZtn/KxySPJKq+79CSsH35b9RVJvAQsMrqdC3QCqwI+SWQ2455VaEb+2Ux3bILYc8vtfFy0L3WdrgbS4pt8bfmRIbqbM6xtZLuySQ9mejSYwXKz3cpSR5PB65XOV3w3/sscf0wAMPHLW/Xbt2dRIbAABAQ3XgwAElJCSEOow6F0hbsbyyksqUL12mvPdLq6jteclDH1QScZr0p/MreR8AAKBxOlban3Whum1a7n0CAIC6sb7WR9gpqfvDtT5MQA4fPlxl+7PRJMbbtGkjqeTJx2LZ2dlq3rx5uZ+ZNm2aJk8uGWYiIyNDxx9/vHbs2EHDvJHLyspSu3bttHPnTsXHx4c6HNQCdRleqM/wQV2Gj8zMTLVv3/6oXifhJtC2Yps2bcot63Q6lZSUVOZ4xUNZZmdnSxJtz2MUfxfDB3UZXqjP8EFdho9jpf1ZFwJt09L+PDbx9zL8Ucfhjzo+NlDP9ce2bR0+fNjflqpMo0mMd+3aVS6Xyz+kkCTl5eUpKytLAwcOLPczUVFRioqKOmp/QkIC/wjDRHx8PHUZJqjL8EJ9hg/qMnw4HI5Qh1CnAm0r9urVSzt37iyzLz09Xf369ZPD4VCvXr0kmeEsixPj6enpkkTb8xjH38XwQV2GF+ozfFCX4SPc2591IdA2Le3PYxt/L8MfdRz+qONjA/VcP6r7UGCjaaEmJSVp+PDhWrlypX/fhg0bFBkZqZEjR4YwMgAAAIRaoG3FMWPGKDU1Vfn5+WXKjx49WpJ03nnnKSUl5ajjdevWTV27dq3DnwQAAADHKu5/AgAA1K1GkxiXpPvuu0+ff/658vLyJEkvv/yyJk6cqLZt24Y4MgAAAIRaZW3F5cuXq3///srIyJAkjRw5Ut27d9dHH30kSVq1apXy8/M1fvx4SWYe8WnTpumdd96RJLndbr3++uuaOXNm/f9gAAAAOGZw/xMAAKDuNJqh1CVpwIABmjNnjm688UYlJyerWbNmevDBB6v9+aioKE2fPr3cIYbQuFCX4YO6DC/UZ/igLsPHsVSXlbUVMzMztX37dmVlZSkxMVERERFavHixJk+erBUrVmj37t1aunSpmjZt6j/e5MmTlZWVpdtuu035+fmaOnWqRowYUe14jqXf/bGA+gwf1GV4oT7DB3UZPqjL2qnN/U9+98cG6jn8Ucfhjzo+NlDPDZNl27Yd6iAAAAAAAAAAAAAAAKgrjWoodQAAAAAAAAAAAAAAAkViHAAAAAAAAAAAAAAQ1kiMAwAAAAAAAAAAAADCWtglxr/44guNHj1at912myZNmqSioqIKy2ZkZGjs2LG68847dfnllystLa0eI0VVAqnLWbNmqX379kpOTtbvfvc7HThwoB4jRXUEUp+l3Xjjjbr++uvrNjgEpCZ1uWvXLt1zzz167LHH9M4779RDlKiOQOryk08+0S233KIZM2bolltuoR4bGK/Xq9dee00nnnhilWVp/9Sfmv7fh4YnkHMMDVd6erpGjx6thIQEderUSc8991yoQ0ItZGZm6uqrr/bX52uvvRbqkBAEBw8eVIsWLfTll1+GOhTUQkFBgVq3bi3LsmRZlpKSkpSbmxvqsBqtYN/rnDNnjsaMGaOxY8dq/vz5dRk6AhDsek5NTfWfg5Zl6fzzz6/L8FENgV4fbty4UZdccolefvnlct/nXG54gl3HnMcNU7DzVpzLIWCHke+++85u1aqVvW/fPtu2bXvChAn2nXfeWW5Zr9drn3HGGfa8efNs27btNWvW2G3btrUzMzPrLV5ULJC6/L//+z971KhR9j//+U976tSpdkREhD1s2LD6DBdVCKQ+S1u+fLltWZZ93XXX1XGEqK6a1OXy5cvtQYMG2Zs3b66PEFFNgdRlWlqa3a9fP7uoqMi2bdt2u912jx497NWrV9dbvKjcokWL7NNOO82uqmlH+6f+1PT/PjRM1T3H0LBdcMEF9owZM+xXX33VHjZsmC3JXrBgQajDQg1NmDDBfu+99+yvv/7aHjJkiO1wOOxNmzaFOizU0o033mhLsr/44otQh4JamDdvnn3XXXfZs2bNsmfNmmUvXrw41CE1WsG+1zl//nz7N7/5jW3btu3xeOw+ffrYb731Vh3/FKhKXdzTvvnmm/3n4KxZs+z169fX7Q+BSgV6fbh+/Xp7ypQptiT7xRdfPOp9zuWGJ9h1bNucxw1RsPNWnMuhEVZ3dkaMGGGPGTPG/3rVqlW2w+Gwt27delTZt956y3a5XHZubq5/X/fu3e0ZM2bUS6yoXCB1OWPGDNvr9fpfP/TQQ7akcssiNAKpz2IFBQX2qFGj7MGDB5MYb0ACrcvU1FS7VatW9saNG+srRFRTIHX59NNP28OHDy+z78orr7SffPLJOo8T1ffcc89VmbSj/VN/avJ/Hxq26pxjaLg2bNhgv/nmm/7XRUVFdufOne0zzjgjhFGhprKysuy0tDT/659//tmWVKaO0fgsX77cHjduHInxRs7j8dhXXnllqMMIG8G815mbm2s3b97cnj9/vv/9WbNm2R07dixzXw31L9j3tLdv327fdddddRs0AlKT68O8vLxyk6acyw1TMOvYtjmPG6pg5q04l0MnbIZSP3z4sJYsWaK+ffv69/Xs2VOWZentt98+qvybb76pLl26KCYmxr+vd+/eeuONN+olXlQs0Lq89dZbZVmW//XIkSMlmSHYEHqB1mexJ554QpMmTVJUVFR9hIlqCLQuvV6vxo4dq0mTJqlbt271GSqqEGhdJicna+nSpVq9erUkqaioSKtXr9bpp59ebzGjatHR0VWWof1TP2r6fx8atuqcY2i4UlJSNHr0aP/riIgIDR8+nGuGRiouLk6dO3f2v05JSVFcXJyGDh0awqhQG4WFhXr66ad17733hjoU1NJ7772nDz74QMOHD9f7778f6nAatWDf61y2bJn27dtX5ni9e/fWtm3b/Nd6qH91cU/7qaee0oIFC3TdddcpNTW1bn8AVKmm14cVXX9wLjc8wa5jifO4IQp23opzOXTCJjG+du1aud1uJScn+/dFRUUpPj5e69evP6r8ypUry5SVpBYtWigtLU35+fl1HS4qEWhdtmrVqsxrt9utuLg49ejRo65DRTUEWp+StHnzZu3evZsbWw1MoHX5zjvv6Pvvv1dcXJyuv/56DRw4UE888YRs267HqFGeQOty9OjR6ty5s377299q6dKluuOOOzR58mQNGjSoHqNGMND+qR81+b8PQN068ppBMtcNp556agiiQbAtXLhQr7zyipo3bx7qUFBDxQ9GR0ZGhjoU1NL27dt16qmnavny5br44os1btw4eb3eUIfVKAX7XufKlSslqUyZFi1aSBJt1BAKdj3btq3c3Fx17NhRr732mvr378+ctSEW7OtDzuWGJ9h1zHncMAU7b8W5HDphkxjfu3evJCkpKanM/tjYWO3fv7/c8uWV9Xq9OnToUN0FiioFWpdH+vTTT3XnnXfSq6eBqEl9/vnPf9ZDDz1U57EhMIHW5XvvvafWrVtr8ODBeumll3Tvvfdq6tSpevzxx+slXlQs0LqMiYnRkiVL1Lp1a51zzjmKi4vT+PHj6yVWBBftn/pR27YMgPrxxRdfaPLkyaEOA7Wwbds2TZ06VePHj9fChQtVUFAQ6pBQA5s3b1Z6erqGDBkS6lAQBJMnT9Znn32m3bt36+abb9ZLL72kZ555JtRhNUrBvtdZ3vFiY2MliTZqCAW7ni3L0j/+8Q+tWLFCaWlpGjRokH7/+9/T+zCEgn19yLnc8AS7jjmPG6Zg5604l0MnbBLjxUoPIyNJHo9HLper2mUlVVge9SuQuiyWk5OjxYsX65577qnL0FAD1a3PBQsWaOTIkUf9B4OGo7p1+cMPP6hfv37+4WAuvfRSDRw4UE8++WS9xImqBfJ39uDBg+rTp4+GDBmip556SrNmzaqPEFEHaP/Un5q0ZQDUj3fffVfnnHOOunbtGupQUAutWrXSFVdcofPPP18LFy7k4dpGavr06dRdGIqPj9ff//53XXnllXruuedCHU6jFux7naXLcC3QcNTFPe1OnTrp448/VocOHfT3v/89iNGiJoJ9fci53PDUxT0AzuOGJ9h5K87l+hc2ifE2bdpIkjIzM8vsz87OLnc4tTZt2pRb1ul0kpALsUDrsrT7779fs2fPVkJCQp3Fh8AEUp8HDhzQxx9/rCuuuEJut1tut1u2bcu2bbnd7nqLGeUL9Nz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      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PlotFRS(ns,nTr,Saf4,Sdf4,Safm4,Sdfm4)\n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "b21fc2f8-c339-41eb-b0c1-ceaeb63d0571",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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HGA+3C+bRTtXwctE5Q0Ry0v2+FGVKjEueLdkXyc5TsXg62/PV4KY42t/YBVr9il48f3stPlp0kHF/7qNlsA9VfN0KOFoRKalcHMzsf6eHrcPI5pKHsoXX4+DgQI8el47t7bff5vnnn2fu3Lm89tprPPLII9dc397e/pqfXVxcrljHycmJjIxLZR4/++wzdu/ezSuvvIKdnfU8b7FYct1fUlISx48f56mnnsLf3//aByciN03nvavTeU9ERApClsXg+V92sfxC+fRrJcUvZ2dn4o6GFehW149JK48xeeVRluyPZFNIDB7O9oSdTwHAZIKutf0Y0DyQzrX8brh9JT85mO2Y9EBT+kxcy/GzSYz5ZRdThjTL1xLNInKlo1GJDJyyIXvIyZrl3RnYPJB7mlTE193JxtFdqWZ5D6Y+1JwtoTF8vOggW0+cZ/K/x/hx80mevK06Q9sE5Wk4BxHJSff7V6f7fclvSoxLnm0JjQGgX9NKBPrkrZzXIx2qsvJgFJtCYnj2553MfaxNoT0FLSIli8lkuqmSPsXFxacqAZ577jk6dOjAc889x2OPPcaaNWuYNWtWge7/k08+Yd++fUyZMoWIiAg++OCDqy578UJz27Zt3HHHHdnTk5KSsLOzy/UCVUTyTuc9nfdERKTwGIbBm3/sZcGucOztTHwztNmVSfHzJ2DrdxC+HTJSLr2wjlroBIxx8eHBVq0ZFdKR7REZxKVk4O5kz8DmgTzc2J1KLmng5QU2SIpf5OvuxNdDmjHwmw0s3R/JpJVHebprDZvFI1LSnY5NYei0TcQkpdOgohfv3VOfhpW8ikV53hZVfPj1sTYsOxDFJ4sPciQqkff/PsD0dSGMub0WfZtUxKwHa0TyTPf7ut+XwqOMpOTZ1hPWxHizoDJ5XtdsZ2L8fY3xcLZn56lYJq44mt/hiYiUKD/88AO//fYbzZs3Z82aNbz66qvMnj2bmBjrubggbpxPnz7N2LFjGTt2bK5jtvx3n97e3lSoUIF33303x9OY3377bb7HJiIln857IiJSFHy8+BCzN53EZIIv7m9M51r/KZt5aBFMbg3rvoCQ1RC2BSL3QswxiDl+6XV6K747vmKe3ass6XKaef282NZ5L2+eGkGlaQ3gq+bwvj98WgO+7QpzH4Zl42DHbAjfCRmphXK8jQO9efeeegCMX3aYlYeiCmW/IqXNucQ0hk7bxJm4VKqVc2PGwy1pFOhdLJLiF5lMJrrXLc/iZzvySf+GVPByJjwulRd+3UXvL9ew7ujVyxOLSOmm+30pCkruIyhSIJLSMjlwJgG4ucQ4WMemee+e+oyes5NJK4/Sv1nee56LiJQUaWlpADkutC766KOPqFu3Lu+99x69evXC2dmZAQMGMHXqVLy9vQFwc3Pj0KFDnDp1iujoaJo0aUJWVhZZWVnZ2/nv54ulgi4vGWQYRvYyF8f2mT17Ng8++GD2hd/Ro0dxdnamevXqABw6dAjDMGjevDkvv/wyo0ePpmPHjgwdOpQjR47g4eGhpyhF5Ao674mISFE3+d+jfLPqGAAf9m3AnQ0Dci6waQosfhkMCwS2gqYPgksZcHABexcwXeyHYkBMCKx4F1PMUWquf/E/ezKBgytkJEFSlPV1eut/FrGDsjWgfL0Lr/rWn16VrLXY89F9LSqzOyyO2ZtOMvqnHfz5dHuCymoIPJH8kpCawUPTN3P8bBIBXs7MHNEKHzdHW4d108x2JgY2D+SuRgH8sCGUSSuPcSgygSHTNvFa7zqMaB9crBL+InLrdL8vxYES45Inu8JiybIYVPByJsD75k8CdzeuyNxtYaw5Es2E5Uf4dECjfIxSRKR4WLduHePHjwesJX02bdoEWC/wDh06xMGDBzl79iwDBw6kadOm3HXXXURERPDHH39kj4fz7LPP8uKLL+Lg4MD06dOZN28eO3fu5MSJE6xcuRI3Nzf++OMPzpw5wzfffEP//v2ZNGkSAD/99BNNmjQhLi6O33//nfDwcCZPnswTTzzByJEjmTBhAtu3b2fSpEn8+uuvzJ07l4EDB+Lp6cnIkSN5+eWXefvtt+ncuTNPP/00cXFxfPXVV7z11ls8+OCDvPHGG7b5YkWkyNJ5T0REirqZG0/wyeJDALzWuw73t6x8aWZWBiwaC1unWT83fQju+AzMDlffYOXWULOHdZ19v8O5Y1ChETQeDHX6WBPqKech9iTEnrD+PH8Czh609kBPOQ/Rh6yvffMvbdfJCyo0hMptIKgNVGoJTu63fPxv9anHgTPxbD8Zy6MztzH/ibYlurSrSGFJzcjikR+2svd0PGXdHJk5stUtta0WJc4OZkZ1rMZ9LSrzwV8H+HnrKd776wBHoxJ55+76ONpwqAgRKTy635fiwmQYhmHrIPLCYrHw008/8eabb3Ls2LEc82JjY3nqqacoU6YMERERvPvuu9SuXfuGtx0fH4+XlxdxcXF4enrmd+glwlcrjvB/Sw5zZ8MKfDW46S1ta8fJ8/SdvB6znYllYzoR7KunkEXkSqmpqYSEhBAcHJxruRsRyd31fnd03WM71/vudd4TuTn63RGRW7VgVzij5+zAMODpLtV5/vZal2Ymx8AvD0LoGsAE3d6Cds/me6/tHAwDEiIgcp81SR65z/qKPgyW//TEMpkvJMrbQtCFl6vPTe02Ii6VOyeuJToxjbsbB/DFfY1vutenrjmvTe2cpUNmloXHZ29n6f5I3J3smTOqNfUretk6rAJhGAbfrQvl/b/2YzGgVbAP3wxpRpli3DNeJD/pnkXk5uRnO2exe+Rz7ty5fP311xw/fjzHdMMwuOuuuxgyZAijRo1i+/btdO/enX379uniLx9tO2EtO3GzZdQv16RyGbrU9mPFwSi+XHaYL+5vcsvbFBERERERERHJqw3HzvHCL7swDHioTRBjute8NDPqIPx0P5wPAUd36Pct1O5d8EGZTOBZwfqq0e3S9Mx0a3I8bAuc3AAnNkDcSQjfYX1ttPacwr8BBLW3/gzuAN6Vc9/Pf/h7OTP5gaYM/nYjf+wMp1Elbx5uH1wAByhq5yz5LBaDl+fvYen+SBzt7Zj6UPMSmxQH61i9I9oHU9XXjad/2sGmkBjumbyOaQ+1oLrfrVe1EBERuVXFro7JwIEDGTJkyBXT58+fz8aNGxk6dCgATZs2xcvLi88//7ywQyyxLBYjXxPjQPaN5h+7wjkSmZAv2xQRERERERERuVGHIhIYNXMr6VkWejfw560+9S71kD68BKZ2sybFvSvDiCWFkxS/FntH8K8PzYdDv//Bc3vg2b3WhH2z4eB7oad7xB7Y9DX88QR80QAmNoO/X4SDf0Nq3DV30TLYh9fuqAPA+38fYOPxcwV9VKWS2jlLNsMw+ODvA8zdFobZzsSkwU1pXbWsrcMqFJ1r+zHv8bZUKuPCiXPJ9J28jjVHzto6LBERkeKXGAdy7Sb/66+/Urt2bVxcLo3N0rhxY3755ZfCDK1EO3Y2kfjUTFwczNSpkD9Pp9av6EWPeuUxDPhi2ZF82aaIiIiIiIiIyI2IiEtl2PTNJKRm0qJKGcYPbIydnclaxnz9RPhxIKQnQFA7eGQllK9n65Bz5x0IDQdCny/gqc3w/GG4dxq0ehwCW1lLrZ87Cpv/B3MGwUdB8FVL+O1x2PwthG2FjNQcmxzWtgp9m1Qky2Lw1I/biYhLzX3fckvUzllyTf73GFPXhgDw8b0N6V63vI0jKly1/D34/cl2NA8qQ0JqJsOmb+GHDaG2DktEREq5YldK/Wo2bdpElSpVckzz8/Pj4MGDpKamaryGfHCxt3ijQC8czPn3TMVz3WuyZH8kf+05w5Ph8dQNUEkoERERERERESlY8akZDJu+mTNxqVQr58a3DzbH2cEMWRnw9wuw7Xvrgk0fgt7/Z+2pXVx4lIcG/a0vsPYQD1kDx1ZYX+dDIPqQ9bXrR+sydvZQsbl1fPKAJpiqduKDvg04GJHAgTPxPD57G3NGtcbJ3my74yol1M5Z/M3edIJP/zkEwOt31KF/s0o2jsg2fN2dmP1IK16Zv4f520/z5h/7OBqVyJt31sU+H9uXRUREblSJ+esTFRWFj49Pjmnu7u5YLBbOnz+f6zppaWnEx8fneMnV5XcZ9Ytq+3tyR4MKAHy+7HC+bltERERERERE5L9SM7J4bOY2DkYkUM7Die+Ht8Tb1RHSk+HH+y4kxU3Q8yPo82XxSornxtkL6twJd46H0TvhhaMw+BfoNBaqdwNXX7BkwqmNsHY8/DIUPqmKy8/9mXpPBbxcHNhxMpZ3/txv6yMpFdTOWbwt3B3O67/vBeCpztUZ2aGqjSOyLSd7M58NaMRLPa3DPPyw4QTDv99CXEqGjSMTEZHSqMQkxoEc5YUAsrKyAHBwcMh1+Q8//BAvL6/sV2BgYIHHWJxtO1kwiXGAZ7vVxM4ES/dHsjssNt+3LyIiIiIiIiICcCYuhQe/28z6Y+dwczQzfVgLAn1crTPXjodjy8HBFe7/EVo/DhfHGy9J3MtBzR7Q+VUYMg9ePAqjd8GdX0CzYVC2hjVRfmwFFZeMYsKAOphMMHvTSX7ZcsrW0ZcKaucsnlYdPstzP+/EMOCBVpV5/vaatg6pSDCZTDxxW3W+GdIMFwcza45E02/yOkKjk2wdmoiIlDIlJjEeEBBAXFxcjmmJiYmYzeYrnrC86JVXXiEuLi77deqULuyvJiYpneNnrRcqTSvnf2K8up879zSuCMD4peo1LiIiIiIiIiL5yzAMftlyim6frWJzSAweTvZ8/3BL6lf0si6QEAEbJlnf3/M11O5tu2ALm8kEZapA8+HWHvJPb4XH14OzN5zeRqfjn/N8d2uC7/U/9rLrVKwtoy3x1M5ZPG07cZ7HZm4jI8vgzoYVeOfu+phK4oM1t6BnfX9+fawNFbycOXY2iXsmr2PDsXO2DktEREqREpMYb9SoEVFRUTmmRURE0KxZM+zscj9MJycnPD09c7wkd9svlFGv7uduLS1WAJ7pWgOznYl/D53NLtsuIiIiIiIiInKr4lMzeGbOTl6at5uk9CyaVvZm7uNtaVHlsiTjvx9BRjJUagl177ZdsEVF+Xpw71TABFun8YTPVrrXLU96poVRM7ey/aTabgqK2jmLn0MRCTz8/RZSMrLoWLMc4wc2xmynpHhu6lf04o8n29GokhexyRkMnbaJn7ectHVYIiJSSpSYxPgDDzzArl27SE1NzZ62Z88e+vfvb8OoSo7sMuoF0Fv8oiq+bvRvWgmAL5cfKbD9iIiIiIiIiEjpsePkee6YsIY/d4VjtjPxYo9a/PpYW2r5e1xaKPoIbP/B+r772yWzfPrNqNEdOr0EgN3C5/j8Ngeq+7kTGZ/GgG828NWKI2RZDBsHWfKonbN4ORWTzNBpm4hLyaBpZW++GdIUR/sS0+xeIPw8nfn50Tbc2bACmRaDsfP2MH1diK3DEhGRUqBY/oXOyMgAIDMzM3tanz59qFevHn///TcAW7ZsITU1lSeeeMImMZY0F3twF8T44pd7qkt17Eyw+vBZDpyJL9B9iYiIiIiIiEjJZbEYfP3vMQZ8s4FTMSlU9Hbhl0fb8GTn6lf25Fz+DhhZULMXBLW1TcBFVaexUK0rZKbg/vtw5j9cnz6NAsiyGPzfksMM/nYj4bEpto6y2FI7Z/EWlZDKkGmbiEpIo1Z5D74b1gJXR3tbh1UsODuYmTioCU/cVg2At//cz9xtYTaOSkRESrpilxj/559/mD17NgDvvPMOISHWJ8ns7e35888/+eWXX3jppZeYMGECy5cvx83NzZbhlgjpmZbssaOaFnBiPNDHlV71KwAwdY2eEhQRERERERGRvItKSOXB7zbz8eKDZFoM7mhYgb9Hd8j9gf9TW+DAAjDZQdc3Cz/Yos7ODP2+Ba9AiDmG58JRTLinCp8NaISbo5lNITH0+nINi/eesXWkxY7aOYu3uJQMHvpuCyfOJRPo48IPI1oW2BCUJZXJZK3i8XC7YABemruLxXsjbByViIiUZMUuMd6jRw/+/fdfDMPgnXfeITg4OHteQEAAc+bM4ZNPPmHmzJk55snN238mnrRMC96uDlQrV/AX4CM7WP/dFuw6TWR86nWWFhEpntauXUuvXr0wmUzce++911y2Xr16mEwmxo0bx9GjR/O0n6SkJL7++mvq1q3Lv//+mz29b9++PPfcczcTep5MmjSJ0aNHU7VqVUaNGpXdG6IwHT16lNdeew1nZ2cqVqxIdHR0jvlRUVFMnjwZJycnnnrqKfbs2cO8efNo2rQpJpOJbt26MWfOnCu2azKZqFevHj169KBly5aYTCZatGhBz549adCgASaTicOHDzN9+nSCgoIwmUwMGTKEbdu2AXDy5Enef/99zGYzjo6OfPLJJ4SHh+d6DA8++CBJSUn5/+WIFDKd+wqPzn0iUpr9eyiKXl+sYe3RaJwd7PioXwO+GtQELxeHKxc2DFj2lvV9o8FQvm7hBltcuJWFgTPA7AhHl2H6pgP3lj3BX890oGElL+JSMnhs1nZemb+HlPQsW0dbbKids/hKSc9ixPdbOHAmHl93J2Y+3Iryns62DqtYMplMvH5HHQY0q4TFgGd+2sHaI9HXX1FEigzd6xce3evnA0OyxcXFGYARFxdn61CKlKlrjhtBYxcaD0/fXGj77P/1OiNo7ELjo0UHCm2fIlI0paSkGPv37zdSUlJsHUq+27NnjwEYZrPZOHHiRK7LrFy50gAMHx+fm9pHTEyMMWvWLAMwVq5cmT19/PjxxuzZs29qmzdq+vTpxkMPPWQYhmFs2bLFKF++vHHs2LEC3ee1TJ061QCM3r17GxaL5Yr5LVq0MJKTk7M/f/XVVwZg7Ny5M9ftDR48OPv9xX+npUuXZk979tlnjZCQEMMwDGPs2LFXvcZo3Lix0bp166vGffr0acPe3t6YNm3adY/xctf73dF1j+1c77svyec9w9C5r7CVpnNfSf/dEZHrS8vIMt5buM8IGrvQCBq70Ojx+SrjSGT8tVc6tNgw3vI0jHf9DCP2VOEEWpyd2mIYXzSyfmdveRnG0reMtNQU46NFB4wqL1u/9y7/t9LYd9p67tc1p+3ouy846ZlZxrDvNhlBYxca9d9abOwP13ecHzIys4xHf9hqBI1daNR5Y5Gx7USMrUMSyXcl+Z5F9/qFqzTd6xtG/rZzFrse41L4tl8YX7ygy6hf7pEOVQGYvfEESWmZ11laRKR4cnd3p2PHjhiGwddff53rMl9//TUdO3bExcXlpvZRpkwZ2rRpc8X05557jsGDB9/UNm/U999/T2BgIADNmzcnIiKCqlWrFug+r6VatWr4+fnx999/M378+Cvmu7q65vieL5YpvFq5wlGjRl1zf4899hhOTk4AODs7Z+/jv9zc3LKXy820adNwd3fn22+/veb+RIoLnfsKl859IqWHYRhYLIatwyg0J88lM+L7LfSbvI53F+7nj52n6f/Ner69MCzbg22C+P3JdlT387j6RrIyYOmF3uKtHgWvSoUQeTFXqTk8tgYaDwEMWPs5jt/3YGwzO2aNaIWfhxPHziZxz6R1fLjoAB/+fcDWEYvkK4vF4IVfd7Hy0FmcHeyYPqwFdSp42jqsEsHebMeXgxrToYYvyelZDPtuMwcj4m0dlojcIN3rFy7d6988JcblmgzDYOuJGACaF2JivFud8gT7uhGfmskvW08V2n5FRApbcHAwvXv3ZurUqaSm5hw+Ijw8nIyMjFsumWdnZ5s/92FhYZjNZpvs+2pGjRpF586deeWVV9iyZcstbatTp07XnF+rVi0qVKhwS/uwWCxs3LiRt99+m40bN7J3795b2p5IUaFzX+HSuU+k5ItLzqDrZ6uo+9Zi7puygT92niYts+SWsw6JTuKeyetYfjCK7SdjmbY2hNFzdrI7LA4vFwemDG3GO3fXx9nhOufjjZPh7AFw8YH2BV9+s8Rw8oB7JsHAH8ClDJzZCVM60u787ywe3YFudcqTnmVhyqrjzN500tbRiuQbwzB4+899/LEzHHs7E18/0IzmVXxsHVaJ4mRvZsrQZjSt7E18aiZDp20mNFpD64gUF7rXL1y61785SozLNZ2OTSEyPg17OxMNK3kX2n7t7EyMaG89QU5bG0JmlqXQ9i0ixYRhQHpS0XkZN98756mnniI6OvqK8V2mTJnCo48+mus6ISEhvPjiiwwdOpR69erx4Ycf5pj/xRdf8NBDD/Hkk0/y0ksv5Zi3evVqBgwYwMiRI7Onbd++nfvvv5/XX3+d1q1b8+qrrwLWsXsmT55MvXr1WLZsGWPHjsXT05M2bdpw/vz5XGPbtm0bI0eOJDIykgULFjBy5EhWr17N7Nmzadu2LVOnTmXw4MH4+vpy6NAhAKZOncozzzzDyJEjad26NYsXLwYgPT2dWbNm0bp1a2bMmMHXX39NpUqVqFKlCuvWrePgwYO0adMGV1dXHn/88et+12azmR9//JGyZcty//33Ex9ftJ8+X7RoEX369OGhhx7Czc2NqVOn2joksaUSdN4DnftA576r0blPJO/e+2s/x6OTSM2wsCkkhtFzdtL2wxVMWnmUxBJWhc0wDF7/fQ8xSenUreDJ+IGN6NukIi2r+HB/i0AWje5Aj3r+19/Q6W2w8sLfkdvftSZ4JW/q3g2Pr4eqnSEzBf56Hp8/hvBt3wAm3BHAG1UO8nXVtbaOUiTffLHsCDM2nMBkgs8GNqJzbT9bh1QiuTraM31YS2r7e3A2IY0Hpm7iTFyKrcMSKVgl6H5f9/q617+aonKvb2+TvUqxse1CGfV6AZ64OBbu0zD3Nq3E+KWHCTufwj/7Irmj4a09jSIiJUxGMnwQYOsoLnk1HBxzL0VzPbfffjs1atRg4sSJDBs2DICMjAxWrlzJuHHj+Omnn3Isn5GRwZtvvsn06dOxt7dn3bp1tG/fnsDAQIYMGcKECRNYunQpf/31FwAffvghv/76a/b6ZcuWZcOGDXTr1i172r333ssrr7zCqFGj6NSpE7fffjtDhgyhQoUKVKxYkf379zNjxgyeeeYZBg0aROvWrZk6dSovvvjiFcfTrFkzpk6dyrJly7jrrrsYN24ciYmJJCcns2HDBjw8PBgzZgz29vZ4eXnxv//9j3/++Yd58+YBMHfuXPr06cPq1atp1KgRfn5+bNq0ieDgYEaMGMGmTZvo3r07jz32GMOGDWPevHksWbKE4cOHM3z4cFq2bHnN79vf35+ffvqJbt26MWrUqCsu1IuSOXPm8PXXX+Pu7s6gQYOYOXMmH3/88TVLEknuVq5cyaRJk/D19cXZ2ZlPP/0UBweHXJf99NNPmThxIklJSfTu3ZsvvviCsmXL5lhm4sSJbNy4EZPJRKdOnXjkkUcK/iBK0HkPdO7Tue/qdO4TyZvNITH8ui0MgE/ubUhEfCo/bjpJRHwqn/5ziG/XHGdk+2AealsFD+fc//YVJwt2hbPu6Dmc7O34ZkgzKpd1pV/TPJZAP3cMZg+0JnOrd4fGDxRMsKWBZwAMmQ+bp1jL0h9Zgml8Xe4ymcCwEJ9Wesr7S8k2fV0IXy4/AsDbd9Xj7sYVbRxRyebl6sDMEa0Y8M16Qs8lM3TaZn55tA0+bo62Dk2kYJSg+33d6+te/2qKyr2+eozLNdlifPGLXBzNDGkdBMD/Vh/DuMVeSSIiRZXJZOKJJ55g+/btbNiwAYD58+fTt29fTCbTFcvPmTOHkJAQ3nvvPcaNG8c///xDp06dCA8PJyEhgddff50nnngie/m+ffvmWL9evXpUqVIlx7R+/frRuXNnAMqVKwdAdHQ0ZcqUoUGDBgAMHz6cFi1a0LhxYxo0aMCRI0du+Bjd3d25/fbbAejduzc9evTghx9+wNfXlzfffJP+/ftnL9u/f39q1qzJm2++iaurK126dAGgR48edOvWjYoVK9KnTx8SEhJ4/vnnCQgIYNCgQQA3HNNtt93GuHHj+Pnnnwt1TJsRI0YwbNiwHK+rxRwWFka5cuVwd3cH4IknniAmJob58+cXWrwlxZ49exg8eDDffPMN33zzDYZh8Pzzz+e67PTp01m/fj0ff/wxjzzyCHPmzOG+++7LsczUqVOZM2cOs2fP5ocffuDrr7/OvuGRG6dzn859udG5TyRvLBaD9//aD8CgloEMbBHIM11rsHZsZz6/rxFVfd2ITc7g/5Yc5rZP/+XnLSeL9Tjk8akZvPeXdczqpzpXp3LZK8c1vK7EszDrXkiOhgqNYMB0yOXvjuSBnR20fhxG/QsVmwMGGBbwbwgNBto6OpFb9tuOMN7+03qufa5bTR5sU8W2AZUS5TycmDWyFRW8nDkalchD320mITXD1mGJyHXoXl/3+rkpSvf66jEu17TtpDUx3jzINuPlPNgmiG9WHWNXWBxbQs/TMljj9ojIBQ6u1qcXiwqHm2iUu8ywYcN4/fXXmThxIm3atGH69OlXfcJvz5491K9fn3Hjxl0xb9GiRSQkJBAUFJQ9zdnZ+Yrl7O1zXgJ89tln7N69m1deeSV7rB6LxTqMxcXPl4/h4+bmRnp6ep6O8eL6Xl5e2dP2799PZGRkjmlgfRpzwYIFucYK4OLikuPzxScLMzJu/Cb5tddeY926dYwePZq2bdve8Hq3Ytq0aVccT/v27a+6bEhISPbTtWB9Cvbbb7/NvkCWG/Pqq6/StWtXfH19ARg6dCitWrXi2WefpWrVqjmWPXnyJPPnz8dkMjFo0CDc3d154403OH78OFWrViUlJYVXX32VDz74ALD+vx48eDAvvvgi/fr1y/UmL9+UsPMe6Nync1/uy+rcJ3LjFu45w66wONwczTzXvWb2dHuzHX2bVOKuRhVZuDucL5cd4Xh0EmPn7WH2ppO81acezWzwAPytMAyDd/7cz9mENKr6ujGqU9Xrr/RfGSkwZxCcDwHvIBj8q3W8bMkf5evCI8utDx9YMsGzAsTHA9NsHZnITVtxMJIXft0NwLC2VXima3UbR1S6VCrjyswRrRg4ZQN7TscxYsZWfni4Jc4ORWucX5FbVsLu93Wvr3v93JYtKvf6SozLVaWkZ3HgTAIATYO8bRKDr7sT9zatyE+bT/HtmuNKjIvIJSbTLZXwLWq8vb154IEHmD59OsOGDaNy5cp4e3vnumxaWhrbtm27Ynp0dDSJiYkAVx0X52o++eQT9u3bx5QpU4iIiMhO+hWWM2fO5Pjs7+9/1TLX+cVkMjFz5kyaNGnCfffdh5tb3v4/nT17Nvup0/yWlZXFgQMH+O2333JM//LLL3nuuec4evQo1aurQeZGJCQksHjxYj7++OPsaQ0aNMBkMjFv3rwrymQ9+uijOZLbffr04Y033iAmJoaqVauyatUqzp49S9OmTbOXady4MSEhIWzdupUWLVoU3MGUsPMe6Nync19OOveJ5E1aZhafLD4IwGOdquHncWUjodnOxN2NK9KrfgV+2BDKl8uOsDssjnu/Xs+Q1pV5uVcd3J2KR9PQ/1YfZ+62MOxM8F7f+jhF74dVn4BXJWg/Btyvc24yDPjjSQjbAs7eMGQeeJQvlNhLnev9W4gUE5HxqTw5ewdZFoO+TSry5p11C/ZBWMlVdT93fni4JYP+t5HNITE8MXs7U4Y2w8GsYrhSgpSw+33d6+te/3JF7V5ffz3kqsLjUsiyGLg72VPBy+X6KxSQEe2tT4EvOxDJ8bOJNotDRKSgPfXUU2RkZHDffffx5JNPXnW5evXqsXXrVv7888/sabGxscydO5datWoBsGzZsivWu/hk5H+dPn2asWPHMnbs2FyfuixINWvWxMvLi+XLl+eYfu7cuezSQgXJ19eXn3/+mUOHDrF58+YbXu/gwYPs2bOnwOJauHAhXbt2vWL64MGDMZvNTJumXjc3avv27WRmZuYYI9zJyQlPT0927tx5xfL+/v45PmdmZuLh4UH9+vUB2LRpE0CO7fn5+QHkuj25Pp37LtG5T+c+EcMwePvPfdwxYQ2fLTlESnrWVZf9Yf0Jws6nUN7TiZEdrt172tHejpEdqrLihdsY0Mw6HvesjSfp8flqVh8+m6/HkN8Mw+DzpYf5cJH1IYBXe9ehbdo6mNIJDiyAjZNhQmNrkjw96eob+vdD2DsP7OzhvpngW6NwDkBEiq1vVh0jJSOLxoHefNK/IXZ2SorbSv2KXkwb1gIneztWHIzi+V92FeuhQURKA93rX6J7/aJ1r6/EuFxVZHwqAH6ehTvw/X9V93Ona20/DAO+Wxdi01hERPJTSkoKKSkp2Z8bNGhAhw4dqFevHo0aNcqxXHJycvbnBx54gEqVKnHfffcxduxYvvrqK/r27cs999xDw4YN6dq1K+PHj+fvv/8mMzOTv/76C4Bt27YRGRkJWJ/Uy8qyNrRefOpy9uzZHDp0iK+++gqAo0ePsnHjxuyyPf+94Ly4/rWO7/K4L66flpaWPc3Z2ZlXX32V+fPns3+/dcy2pKQkVq5cyZtvvpljP5fvz2Kx5IjHMIzrxvTf7/uitm3b8uGHH14x/WLs8fHxOabHxsYyevToHKWBLm43t+1fvq3cSiClpaWRmpqaY9r//d//cc8991yxbLly5WjVqhXffvtt9lOzcm1RUVEA+PjkrDrj7u5OdHT0dddfsmQJTz/9dPbNVG7buzg+0tW2l5aWRnx8fI5XaaZzn859oHOfyNVMWX2c6etC2Rcez8QVRxk9x9pT8b9ik9OZuMI6ft/zt9fCxfHGSsqW83Di0wGNmD2yFYE+LpyOTeHB7zYzcfmNj6lYmCwWg7cW7OPLC/E9260GI3z3wfxRYGRBzZ4Q0ATSE2Hl+zChKWydDln/Oe/s+hlWXage0+dLCO5YyEciIsVNVEIqP246CcDzt9dU7+QioGWwD98MaYa9nYkFu8KZsKJo/u0SKa10r697fSgm9/qGZIuLizMAIy4uztahFAm/bQ8zgsYuNAb9b4OtQzHWHTlrBI1daNR+fZERm5xu63BEpBClpKQY+/fvN1JSUmwdSr5av369MXjwYKNs2bLGd999Z8TGxhqGYRg///yz8eOPPxqGYRjx8fHGtGnTDB8fHwMw3n77bePIkSOGYRjG3r17jY4dOxrOzs5G06ZNjc2bN2dvOyIiwrjrrrsMFxcXo3nz5sZ3331nBAYGGh999JERExNjzJ0713B3dzcCAwONFStWGIZhGCNHjjTc3d2Nnj17GseOHTMqV65s9OjRwzhx4oTxxBNPGIAxaNAg48iRI8Yvv/xieHl5GZUqVTKWLl16xbFFRkYa48aNMwCjWrVqxpw5c4zY2FjjzTffNACjcePGxsqVK7OXt1gsxgcffGA0aNDAeOSRR4xhw4YZa9euNQzDMJKSkoy3337bAIxu3boZO3fuNNasWWM0aNDAsLe3NyZNmmRERUUZb7zxhgEYXbp0Mfbt23dFTEuWLDFuv/12o2rVqsbs2bONzMzMK5a5++67s9//+uuvRqNGjQzACAgIMDp37mx07drVaN26teHu7m7069fvim1fjHHx4sXZ89LS0oxZs2YZVapUMQDjiSeeMLZu3WoYhmGcOHHCmDBhguHo6Gg4ODgYn376qREWFpb9fb/00kvGmTNncsT4+++/G+XKlTMAo2fPntnbys31fndKy3XPL7/8YgBX/F8NCAgw7rjjjmuum5iYaLRp0yb799MwjOx/n4yMjOxphw8fNgDj008/zXU7b731lgFc8brad19Sz3uGoXOfzn0Fe+4ryb87UjqcPJdkVH3lLyNo7ELj3snrjBqv/W0EjV1ojFuwN8dyFovFGPPzTiNo7EKjx+erjMwsy03tLzE1w3jrj71G0NiFRrVX/jJORCflx2HkG4vFYoxbYI2v/su/GDtmvmwYE1sYxlue1tfs+wwjK9MwsrIMY/evhvF5g0vzPq9vGJu/NYz0FMMIXW8Y7/hapy99y9aHVeqUlmvOokjf/a15b+E+I2jsQuOeSWsNi+XmzrNSMH7ZctIIGrvQCBq70Phn75nrryBShJTUexbd66/MXl73+kW/ndNkGIZqjlwQHx+Pl5cXcXFxeHp62jocm5uy6hgfLjpI3yYV+fy+xjaNxTAMen6xhkORCbzWuw6PdLx2mTgRKTlSU1MJCQkhODi40MvfiBRn1/vdKS3XPevWraN9+/bMnTuXe++9N3u6l5cX/fr1Y/r06Vddd8yYMQwcOJDWrVtnT3v//fd5/fXXiY6Ozi6nvmPHDpo2bcr333/PQw89dMV20tLScjxBHB8fT2Bg4FW/e533RG6OfnekuHvttz3M3nSS9tV9mTmiJX/tOcNTP+4AYFyfugxrF4xhGHy06CBTVh/HzgSzRraibTXfm9/psRUc/vk1Zie1IK7BcL64v0k+HU1OiWmZrD1yloTUTDrX9sPX/fqV6cYvOcSEFUcJNp1hofd43FJOW2eY7KDNU9DldbC/bDuZabD1O1jzGSRdKA/vVg5S4yErDercBQNmgJ16fRam0nLNWRTpu7950YlpdPh4JSkZWUwf3oLOtfxsHZL8x7gF+/h+fSjuTvb8/mRbqvt52DokkRuiexaRm5Of7Zz2BRWkFH8RRaSUOoDJZGJ4uyq8PH8PMzaE8nD7YMwa10dERESuo06dOjg4OGSXQAdrKaj4+Hhatmx51fXmzJlDgwYNciTFgezyX1FRUdmJ8YiICICrbs/JyQknJ9tfT4mISNEVFZ/Kr1vDAHiqS3VMJhN3Ngwg7HwKHy06yLt/HaBmeQ92nIplyurjAHzUr+GtJcU3TIZ/XqEm8Kb9ATrvasKp22sR6OOaD0d0ybYTMTw6cxvRiekAmO1MtK/uy4j2wXSo4YvJdOW9/cwNoUxYcZRqptMs9PgQl5QY8K4MnV+H6t3AreyVO7J3gtaPQ7NhsH0mrPsS4q3fKdW6Qt8pSoqLyA2ZuiaElIwsGlXy4raa5WwdjuTitTvqcOBMPJtCYhj1wzZ+f6odns4Otg5LRESKAd0RyFVFxVt7NpX3KBpPLt3TpCJlXB0IO5/C0v2Rtg5HREREigEfHx969erFpk2bsqft2bMHR0dH+vTpk+s6a9as4dixYwwfPjx72sXEeo8ePfD19b1ie3Xr1qVOnToFdBQiIlLSfbvmOOlZFpoHlaFVsE/29Ec7VqVvk4pkWQyGf7+FT/85BMDrd9RhYIvAm9/hpinwzyvZH80mg9H28/huXcjNbzMXa49EM+jbTUQnplOpjAsNKnqRZTFYdfgsD363mX5fr2f90egc66w5cpZxf+6niukMCzw+xiU9BvwbwMgV0Oi+3JPil3NwgVaj4JkdMGgODF8MQ+aBY/4m/EWkZIpJSueHDaEAPNO1Rq4P74jtOZjtmPRAUwK8nDkencSzc3ZisagwroiIXJ8S43JVkRd6jPt7FY3EuLODmUEtKwMwPZ9v1kVERKTkev3111m2bBkpKSkAzJgxg9GjR1OpUiVWr15N8+bNiY2NBWDbtm288cYbNGvWjMWLF7No0SKmTZvGhx9+CICDgwOvvPIK8+fPByAzM5OffvqJjz/+2CbHJiIixV9MUjqzN50E4MnO1XMkYUwmEx/2a0DbamVJy7QA1kTNyA63MLzYlmmw6CXr+w7PwyMrAbjHbi3L12+i3UcreHTmVr5acYR/D0VxLjHtGhu7um0nYnjkh62kZ1roWtuPJc915M/7y7G5zzmebumJk70dO07GMnjqJp6cvZ3w2BSOnU3kidnbKW85y29uH+OWHg1+9eDBBeCex16b9o5QqxcEtQEltkTkBn23NoTk9CzqBXjSpbZKqBdlvu5OTBnaHCd7O1YcjOLzZYdtHZKIiBQDKqUuVxWZYE2Mly8CpdQvGtomiCmrj7MpJIZ94XHUC/CydUgiIiJSxLVo0YKJEycyYsQIypYtS5kyZXjnnXcAiIuLIzQ0lPj4eM6ePUv37t05f/48q1atyrGNuXPnZr8fM2YM8fHxPPbYY6SmpjJ27FjuvPPOQj0mEREpGQzD4M0/9pKcnkXdCp7cVuvK5K+zg5nvhrXgsyWH8Pdy4eF2VW5+h9tmwF9jrO/bPgNd3gCTCaN6d8xHl/KoeSGvxY7gdGwK/+y7VKmta20/Ph3QCB83xxvazb7wOIZN30JKRhYdavgyeUhTnNb+H6z6CD/DwvN29jxZpyc/mPrw0R4P/tpzhpWHonBxMJOVmshs9y8okxkFvjXhwT/A1ef6OxURuUVxyRl8vz4UUG/x4qJBJS8+7NeAMb/sYuKKo9QL8KRn/Qq2DktERIowJcYlV4ZhEHmhlLpfESmlDlDBy4Ve9f1ZuPsM368L5dMBjWwdkoiIiBQDffv2pW/fvldM79OnD9HRl0q4xsTE3ND2xo0bl1+hiYhIKfbHznAW7j6D2c7E+33rXzUJ4+xg5rU76t7aznbMhj9HW9+3fhK6v5Pdk9rUYQwcXcpgx9W06NKX1Q7t2B0Wx97TcRyPTmL5wSjunLCGSQ80pUnlMjk2m5Fl4fjZJE7GJBMZn0p0YhozN5wgITWTFlXKMGVoM5wO/g7/fmBdwacaxBzD+chCRrGQ+2v14oXEQSwJg5T0DGZ5fEtwxnFwKwdD5ue9p7iIyE36bl0IiWmZ1Pb3oHud8rYOR25Qv6aV2Hs6nu/WhTDml11ULedOzfIetg5LRESKKCXGJVexyRmkXyjT5leEeowDDG8XzMLdZ/hjVzgv96pNWfeiFZ+IiIiIiIjI9YSdT+aN3/cC8EyXGlcknPPVgYWw4CnAgJaPQo/3c5YXr9wGGgzEtOcXaq5+mpq9PoFBo6yrnonnidnbCYlOYuCUDYzpXoua5d3ZePwcG46f43BEIulZlit2Wb+iJ9OGtcA1JRIWXEjId3geur4JEXth49ew6yc8QxcxxWE1Oxs/Rur5cNpEbgCzI9w3G7xvYRx1EZE8iE/N4LsLQzc+07UGdnbqLV6cvNq7Ngcj4ll/7ByjftjKH0+2x8vVwdZhiYhIEaQxxiVXF8uo+7g54mRvtnE0OTWt7E2jSl6kZ1r48cI4bCIiIiIiIiLFRZbFYMwvu0hIy6RpZW+e7Fyt4HZ2ciPMGwGGBZoMhV4fXznmtskEfb+BFiMBAxa9CMvfAcOgTgVPFjzVjt4N/MnIMvh48UFGzNjKt2tC2Hs6nvQsCx5O9jSs5EX3uuUZ1LIyY7rXZNaIVng62cPfL0B6AlRqCbe9at2ff324ZxI8tgYCW2PKSKLJwc9oE/mTdX6fL6Fyq4L7TkRE/mPGulASUjOp4edOz3r+tg5H8sjebMdXg5tS0duF0HPJPDNnB1kWw9ZhiYhIEaQe45KrS2XUi15vbJPJxLB2VXju513M3HiCRztVw9Fez3iIlHSGoRsakbzQ70zxp39DkbzR74wUJ/9bfZzNITG4OZr5/L7G2JsL6J72zG748T7ITIWaPeHOL65Mil9kZ4be/wce/rDiPVjzGSRFw52f4+HswKTBTZm16SS/7zhNXEoGTSt70666L00rl6FSGZfcy8DvXwCH/gY7B7hrApj/0wxVvh4MXwS7foQlb0DKebjjM2g8ON+/ChGRq0lMy2TqWmtv8afVW7zY8nFzZMrQZvT/Zj2rDp/lsyWHeKlnbVuHJZIr3buI5E1+/s4oMS65ioy39hgv71l0xhe/3B0NAvjg74NEJaSxaO8Z7m5c0dYhiUgBcXCwlr5KTk7GxcXFxtGIFB9JSUmYTKbs3yEpPhwcHDCZTCQlJem8J5IHycnJADrvSZG393Qc45ceAuCtu+oRVNbt1jeaEAlHl8GZnRB1AOLDreXIY09CRhJUbA79v7syMf1fJhN0fBHcy1vHI98+AzKS4Z6vMZkdGNo6iKGtg24sptQ4+PtF6/v2z4JfndyXs7ODJkOg7t2QfA7KVLnBgxYRyR8z1ocSl5JB1XJu3NGggq3DkVtQv6IXH9/bkNFzdjL532PUC/Dijob6N5WiQ+2cIjcnP9s5lRiXXEXGXUyMF70e4wCO9nYMaRXE58sO8926UCXGRUows9mMt7c3UVFRALi6uubeG0VEMAyDzMxM4uPjiY+Px9vbG7O5aA2JItdnNpvx8vLi7NmzpKWl4enpib29vc59IldhGAbJyclERUXpvCdFXnqmhTG/7CQjy6BnPX8GNKt0axuMOgjL34bDi62l0nNTuS0M+gkc85CAb/ogOHnAvJGw51dIT4YB08E+D20Ea8ZDYgT4VIMOL1x/eScP60tEpBAlpWUydc1xAJ7uUh2zeosXe3c3rsi+8Hj+t/o4L/y6i6rl3KhTwdPWYYkAaucUyYuCaudUYlxydXGM8aLaYxxgcKvKTFp5lF2nYtl+8jxNK5exdUgiUkD8/a3je128aBSRazObzVSoUAEvLy9bhyI3yd/fHxcXF6KiooiPj7d1OCLFgre3d/Y1g0hRNW1tCIcjEynr5sgH/RrcWkPo5m9h8StgybB+DmgCQe2gfH3wrgyWTLCzh8CWYL6JnhX1+oKDK/w8FA79BT/dD/fNBkfX6697/gRs/Nr6vscH4FB02xZEpHSbtfEE55MzqFLWlT4NA2wdjuSTl3rUYn94PGuPRvP4rG0sfKYD7k5KhUjRoHZOkbzJ73ZO/TWQXF0cY7woJ8bLeTjRp1EA87aHMX1dqBLjIiWYyWSiQoUK+Pn5kZGRYetwRIo0e3t7zGaznjgu5kwmE97e3nh5eZGVlUVmZqatQxIp0hwcHNRTXIq8sPPJTFh+BIBXe9fBx83x5jZkGLD8HVg73vq5Zk/o/i6Uq5lPkV6mZg944Ff4aRAcWwGz7oXBP4PzNXreRey1jmuelWZN1Nfskf9xiYjkg5T0LP632tpb/MnO1bE329k4Iskv9mY7Jg5qwh0T1hB6Lpk3/9jL+IGNbR2WCKB2TpG8KIh2TiXGJVdRRXyM8YuGt6vCvO1hLNpzhojedfD3KtrxisitMZvNavQWkVLFZDJhb2+Pvb0u20VEirt3/txPSkYWLYN96Nf0JocDMwxY8d6lpHiXN6DD89axwQtK1U4w9DeYPQBOrocf7rYmy13LQsxx67jgXpXAMwAOLYK5I6zjmpetDvdMLtjYRERuwexNJziXlE6gjwv3NNEwjSVNGTdHvri/Cff/bwPzt5+mU81yGo5TihS1c4rYhlrYJFcR8UV7jPGL6lf0omUVHzaHxjBr4wle6FHL1iGJiIiIiIiI5LD2SDRL9kdib2fivXvqX7/HQ0YKnNkNMccg9iRgArM9hK6DY8uty/T4ENo8UeCxA1C5FTy0AGb2hfDt8HVbMJkhIfzSMj5VISYEMCC4Iwz8AVxU2U1EiqbUjCymXOwtflt1HNRbvERqGezD011q8OXyI7z2216aBJahctkbGBJERERKLCXG5QpZFoOzCUW/lPpFw9tVYXNoDD9uPslTXarj7KCnrERERERERKRoMAyDT/85CMCQ1kHULO9xtQXh5AbYNAUOL4bM1NyXM5nhjs+g+fACivgqAhrDiCUwuz+cD7VOMzuBe3mID7P2HgdoNgx6/9/NjWsuIlJI5mw+ydmENCp6u9CvaSVbhyMF6Oku1Vl3NJqtJ87z9JwdzH2sjR6EEBEpxZQYlyucS0zDYoCdCXzdi3aPcYDudctT0duF07EpLNgZzsAWgbYOSURERERERASAJfsj2RUWh6ujmSc7V899odC1sOR1CN9xaZq7P5SrBWWCrMnwrHRryfK690D5uoUS+xV8a8CjqyFkjbU3eMWm4OACKbFwYr21bHrNniqfLiJFWmpGFl+vOgbAE52r4WivJGlJZm+244v7G9PryzXsOhXL50sP81LP2rYOS0REbESJcblCZLy1t3g5DyfMdkX/ZtbebMeDbYL4cNFBvlsXwoDmla5flk5ERERERESkgGVZDD5bcgiAh9sFU87jPw+fZ6TAsrdh09fWz/Yu0HAgtBgB/g2LZoLZ2Qvq3Jlzmos31O5tk3BERPLq121hRManUcHLmf7N1Fu8NKhUxpWP+jXkyR+38/WqY7Sv7kvb6r62DktERGxAj8PJFS6NL170y6hfdH+Lyrg4mDkYkcDG4zG2DkdERERERESEhbvDORyZiKezPY90rHpphiULdv4IE5tfSoo3Gw7P7YW7JkCFRkUzKS4iUsylZ1r4euVRAB6/rRpO9hqSsbS4o2EF7m8RiGHAc7/sJCYp3dYhiYiIDSgxLleIvJAY9/MoPolxL1cH+jWtCMD0dSE2jkZERERERERKO8MwmLzSWqr30U7V8HK5MOZ27CmY3gt+f9w6NrdnJRg0B/p8AW7qvSYiUpDmbQ8jPC4VPw8nBjbXcIylzZt96lKtnBuR8Wm8NHcXhmHYOiQRESlkSozLFaIuJMb9vYr++OKXG96uCgBLD0RyKibZtsGIiIiIiIhIqfbv4bMcikzAzdHMkNZB1olndsO3neHUJnD0gO7vwNPboFYv2wYrIlIKZGRZmHSht/hjnarh7KDe4qWNq6M9EwY1wdFsx7IDUczceMLWIYmISCFTYlyucHGM8fLFqMc4QHU/DzrU8MUwYMb6UFuHIyIiIiIiIqXY/1YdB2Bwq8rW3uKha+H7OyDpLJSvD4+tgXajwaF43XuLiBRXv+04Tdj5FHzdnRjUsrKtwxEbqRfgxcu9agPw3l8HOBgRb+OIRESkMCkxLlcojmOMX/Rwu2AAft56iqS0TBtHIyIiIiIiIqXRrlOxbDh+Dns7E8PbBcOJ9TDrXkiLh6B2MPxv8Am2dZgiIqVG5mW9xR/tWBUXR/UWL82Gt6tC51rlSM+08PSPO0hJz7J1SCIiUkiUGJcrZI8x7lm8SqkDdKpZjqq+biSkZjJve5itwxEREREREZFS6JtV1rHF72ocQEBmGMwZDJmpUKMHDJkHzl42jlBEpHRZsCucE+eS8XFz5IHW6i1e2plMJj4d0AhfdyeORCXy3l/7bR2SiIgUEiXG5QpRCRdKqRfDHuN2diYealsFgO/XhWKxGLYNSEREREREREqVbSfOs2hvBCYTPNHCG2b3h5TzULE5DPgeHFxsHaKISKmSZTH4aoW1t/gjHari6mhv44ikKPB1d+Lz+xoBMHvTSZbsi7BxRCIiUhiUGJcc0jKziElKB8C/GCbGAe5tVgkPZ3uORyfx7+EoW4cjIiIiIiIipYRhGNm9zgY0rUj1dc/D+VAoUwUGzQFHV5vGJyJSGi3cHc7x6CS8XR0Y2ibI1uFIEdKhRjlGdawKwKu/7cluFxcRkZJLiXHJ4eyF3uKOZju8XR1sHM3NcXeyZ1BLa0mkqWtCbByNiIiIiIiIlBZ/7TnDjpOxuDiYeb3CFji6DMxOcP9P4F7O1uGJiJQ6WRaDiRd6i49sH4y7k3qLS05jutekhp870YnpvPnHXluHIyIiBUyJccnh8vHFTSaTjaO5ecPaVsFsZ2L9sXPsC4+zdTgiIiIiIiJSwqVlZvHRooMAPNaxKp47v7XO6PI6lK9rw8hEREqvRXvPcDQqEU9nex68MPyiyOWcHcx8NrARZjsTC3ef4a/dZ2wdkoiIFCAlxiWHyPjiO7745QK8XbijQQUApqnXuIiIiIiIiBSwnzadJOx8CuU9nRhVJxWiD4HZEZo9ZOvQRERKJYvFYOJya2/xh9sH4+lcPKtjSsFrWMmbJ26rBsAbf+wlOjHNxhGJiEhBUWJccrjYY7y4ji9+uZEdggFYsCuciLhUG0cjIiIiIiIiJVVyeiZfrbQmX57pWgOXQ39YZ1TvDs5eNoxMRKT0WrI/gkORCXg42TO8bbCtw5Ei7ukuNajt70FMUjqv/7YXwzBsHZKIiBQAJcYlh4s9xv08nWwcya1rWMmbllV8yLQY/LAh1NbhiIiIiIiISAk1fV0o0YnpVPZxZWCzSrDvN+uM+v1sG5iISCllGAZfXugtPqxdFbxc1Vtcrs3R3o7PBjbC3s7E4n0RLNgVbuuQRESkACgxLjlc7DFe3EupXzTiQq/x2ZtOkpyeaeNoREREREREpKSJS85gyqpjAIzpXhOHc4cg5hiYnaBmDxtHJyJSOi07EMWBM/G4OZoZ0V69xeXG1Avw4ukuNQB48499RMWrCqmISEljb+sA8lNGRgZvv/02mZmZODs7c+rUKd58802CgoJsHVqxcSkxXvx7jAN0q1OeoLKunDiXzLxtYQxtU8XWIYmIiIiIiEgxEpuczswNJ6hazp1udf1wsjfnmD99fQjxqZnUKu9Bn0YBsHqmdUa1LuDkYYOIRaQkUDvnzTMMgwnLjwDwUNsqeLs62jgiKU6e6FyNJfsj2Bcez6u/7eHbB5tjMplsHZaIiOSTEpUYf++99/Dw8GDs2LEAbNiwgbvvvpudO3faNrBipKT1GDfbmXi4XTBvLdjHtLUhPNAqCDs7XciIiIiIiIjI9aVlZjFyxla2njgPQOuqPswe2RrzhfvKpLRMvl8fCsBTXapbp+9fYF257l22CFlESgi1c968fw+dZc/pOFwdzYzsUNXW4Ugx42C2llTvM3Etyw5EMX/7ae5tVsnWYYmISD4pUaXU//jjD4KDL5XGadKkCbt27eLcuXM2jKp4ibowxnhJSYwD9G9WCU9ne0LPJbP8YJStwxEREREREZFi4tPFh7KT4gAbj8cweeXR7M9ztpwiNjmDKmVd6d2gApw7BlH7wM4eava0RcgiUkKonfPmWMcWt/YWH9o6CB839RaXvKvt78mz3WoCMO7PfUTEqaS6iEhJUaIS42XLlmX8+PFkZGQAsG7dOurWrYuPj4+NIysektIySUizjsNdkhLjbk72PNDaWmZq6prjNo5GREREREREioNTMcn8sOEEAFMfbM4n/RsC8NnSw7wyfzdnE9Ky7zEf7VTN2lv8wIXe4lU6gKvaIkTk5qmd8+asORLNzlOxODvYqbe43JJHO1alUSUvElIzGTtvN4Zh2DokERHJByUqMf7GG2+wdetWevTowc6dO3n33Xf57bffNAbIDbpYRt3N0Yy7U4mqss9Dbapgb2diU0gMe8LibB2OiIiIiIiIXIVhGMzedIJ3/tzPrI0nSLrwAHdh+2LZEdKzLLSrXpZudcszoFklnulaA4CfNp+ixfvLOBOXip+HE/2aVrSupDLqIpJP1M6Zd5f3Fn+gVRDlPJxsHJEUZ/YXSqo72tux6vBZftl6ytYhiYhIPihRifHbbruNn376ibVr19KiRQu++OILatasedXl09LSiI+Pz/EqzSIvllH3Kjm9xS/y93KmT6MAAL5Vr3ERERERESmhUtKzWLY/kriUDFuHctNmbTzBa7/t5bt1Ibz++17afrSC8UsPE59aeMd0KCKB+TvCAHipR20ATCYTY7rX5MdHWlHDzz172RHtg3GyN8P5UAjfDpig1h2FFquIlExq58y7DcfOse3EeRzt7Xi0o3qLy62r7ufBC7dbf+/eXXiAM3EpNo5IRERuVYlKjAOEh4fz2GOP4ebmRs+ePdm3b99Vl/3www/x8vLKfgUGBhZipEVPVIK1x3h5j5KXGAcY2cE6LtNfe85wKibZxtGIiIiIiIjktOPkeV79bQ/jlx4mNjk9z+v/eyiKbuNXMfKHrXT+v38Zv+QQ206cJ8tSfEp/bjtxnrf/3A9Ak8reBPu6EZeSwYTlR+j86b/8tPlkgR+PYRh8uOgAhgG96vvTKNA7x/y21XxZ/GxHZo9sxcf3NmBE+wtjAO+Ybf1ZtRN4lC/QGEWkdFA7Z95c7C0+uGVl/ErQMJFiWyPaV6VJZW8S0zJ54/e9KqkuIlLMlajE+IwZM1izZg0TJkxgzZo1GIbBXXfdRXp67g0Kr7zyCnFxcdmvU6dKdzmUi6XUy3uWzDJD9QK86FDDlyyLobHGRURERESkSEnNyOKJ2dv5cdNJJiw/wlM/7shueM3MsnAuMY2IuFTSMy1XrJuUlsmrv+1h1PT1NItfxocO06iavJsJK45y79frafbeUp6ds4N/D0WRmXXl+kVFXEoGz/y0g0yLwZ0NKzD/8bYsG9OJSYObUrWcG+eS0nll/h76TFzLltCYAovjy+VH+PfQWRzMJp6/vVauy5jtTLSr7st9LSpjb7YDSxbsvJAYb/pggcUmIqWH2jnzZuPxc2wKicHRbMejndRbXPKP2c7Ex/c2xMFsYtmBKP7eE2HrkERE5BaUqIGkx40bx6effgpAgwYN+OOPP2jXrh0rV66kR48eVyzv5OSEk1PJTALfjIi4C6XUS/ATlY93qsaaI9H8vPUUz3StQVl3/fuLiIiIiIjtTVsbwpm41OzPa49G03fyes7EpWQPewXWxtl6AZ40D/Khe93ypGdZePOPvTjHHGSB4yRq21kTIfebV7DftQUrkquyIqUOv++szu87wynn4cSQVkEMbROEj5tjoR/n1RiGwavz93A6NoXKPq582K8BJpMJswnuaFiB2+uV54cNJ/hi2WH2n4lnwDcbGNa2Ci/1rIWr4401bcSnZnAiOplT55PJyLLg5miPj7sjtcp74OZkT2aWhff/PsD0daEAvHdPfapfVjL9mo6thPjT4FIGat95k9+CiMglaufMmwkXeosPbFGJCl4uNo5GSpqa5T14/LbqTFh+hLcW7KN9dV+8XB1sHZaIiNyEEpUYj42NxdHx0o1969atady4MRZL0X0iviiJvFBKvSSXGmpTrSwNK3mxOyyOGetDGXOVp/9FREREREQKy6mYZL5acRSAGd1NVN8/ge8iqnL8dABtTSfxt4/BhMF5kycHsgLZHFab3WFxfLcuBBMWhpv/4WWnn3AkE9zKQcVmmA4vpl7yZuqxmaedIMYxgLkZ7fgpsTWfL0vj61VHGdIqiKe71CgSDbu/bg3jrz1nsLczMWFQEzycc8bkYLZjRPtg+japyMeLDvLz1lN8vz6UlYeimDS4KfUrel1126diknn/rwMs2R9BblXYzXYmWlbxIS0zi+0nYwF4sUct7mtR+cYPYPsM68+G94F96U1MiUj+UTvnjdsSGsP6Y+dwMJt4/Lbqtg5HSqgnO1fjr93hHDubxAd/H+Dj/g1tHZKIiNyEEpUYf+CBB/j999+56667AEhMTMTOzo4OHTrYOLLiIepCKXX/EpwYN5lMPNapGk/M3s6MDSd4tFM13JxK1K+BiIiIiIgUI1kWg7HzdpOSkUWrKl50PPg8pnMHecNhQ+4rmK0/wp2rszy1Jg04TmMOWifW7Al3fQXu5SBiL4SuhZMb4MhSfNLDGcWvjHL6lcPmmkxMuZ1pazOZuz2M57vX5IFWQdjZmQrnoP8jIi6VdxdaxxV//vZaNP7PmN6X83Fz5OP+DbmjYQVenrebE+eS6ff1et6+qx73twjEZMp5DOGxKdz/v42cjk0BwNfdiUAfF1wczCSlZXImLpWohDQ2HD8HgIuDmfEDG9GrQYUbP4CkaDi0yPq+ydAbX09E5BrUznnjLvYW79+sEhW91VtcCoaTvZmP7m3IgG828PPWU9zdJIC21XxtHZaIiOSRybg4aFkJkJqayvPPP09GRgZ16tQhKiqK4cOHU7NmzRtaPz4+Hi8vL+Li4vD09CzgaIuejp+s5GRMMnMfa0PzKj62DqfAZFkMuo1fRUh0Em/cWZcR7YNtHZKIiEihK+3XPbak715ELjIMg7f/3M/360NxdrBjdc9o/JY+ZZ3pVw/szOBTFXxrgMkOEs7A6R0QuSfnhuxdoMd70HwEmHJJbqcnWRO3u3+Go8vByALgiF1V3kkdyBpLA9pU9eXTAQ2pVMa1gI86J8MwGDljK8sPRtEo0Jv5j7fFnHoe1n4ODi7Q9hlwyr2ceVxyBs//upNlB6IAGNK6MuP61LOO+Q1EJaRy35SNhEQnEezrxjdDmlHL3+OK7Zw4l8Tao9HEpWTQvU55apS/cplr2jAZ/nkFAprAqH/ztq5ICafrnpunds4bs/3kefpNXo/ZzsS/L9xGoE/h/h2T0uf13/cwa+NJqpR1ZfGzHXF2MNs6JBGRUi8v1z0lqquss7MzkyZNsnUYxZJhGERc6DFekscYB2uZvFEdq/LK/D1MXXOcoa2DcLS3s3VYIiIiIiJSCoTHpjBvWxjlvZxZsi8iO6k7fmBj/DZd6G3c5XXo+OLVN5J4FkJWWXuDu/tDo/vA+xplvx3doEF/6yvxLGz9DtZPpEb6cWY6fsQ6oyEvHR9Bry/i+L+BjehRzz/H6ucS01hxMIrVR6I5FpXIPU0CGNG+KuZ86GH++87TLD8YhaPZjk/71cO8cyYsfQtSYqwL7P4Zhv0NXhWvWNfL1YH/DW3O16uO8X9LDjFr40nCY1OZOKgJ6ZkWhk7dTEh0EhW9XZg9shUBV+lFGFTWjaCyblcPMjUetk6D6t3Av8GV83f+aP3ZZEheD19E5KrUznljJl7oLd6vSUUlxaVQvNSzNsv2RxF6LpkJy4/wUs/atg5JRETyoEQlxuXmxaVkkJ5pHaOonEfJHw+tb5OKjF96mDNxqSzYFU7/ZpVsHZKIiIiIiJQC7/y5n8X7IrI/O5hNvH1XfXoH28O8rdaJjR+49kbcy11KdOeVezm4bSy0GAFrPoMtU2mXtZulLi/zZvqDPDozk+e61eTBNkGsOnyW33eeZs2RaLIuG5x7/5l4DkUk8tnARtfcVVpmFttOnGfd0Wj2nI4nOiGN88npuDqaKevmRHkvZxbvPQPAR01jqTm/B5y9UBa+XB1IT4TzofDjQBi+CJyvfPLfzs7Ek52rU62cG6Pn7GTFwSgGfbuRjCyDQ5EJ+Hk48eMjV0+K35B/XoEds2D5u3DneGg27NK8iD3WHvxmR6jX7+b3ISIiebY7LJaVh85iZ4InO2tscSkcns4OvHN3PUbN3MaU1ce5s2EAdQNKblUGEZGSRolxASAyPg2AMq4OpaL8i7ODmYfbBfPx4oNMWXWMfk0q2mw8PRERERERKR0S0zJZccjaQ9zD2Z4+jQJ4oFVl6gV4Xeh1bECFRuAZUPDBuPlCzw+hxUj4/XFcT23i/xymYBgmPl8Gny87nGPxegGedKnth5eLAx/8fYB528O4vV75K3qXg7WE+cwNJ5i18QTnkzNy3f2xs0kX3hl8FbCEO/fMsH509rb2lm/1KMSHw9RuELkXfnkQHvgVzA65bq9n/Qr8NMqZEd9vYXdYHABl3RyZPbLVtXuDX8/Zw5d6hBtZ8NfzUKExBDS2Tts1x/qzZk9wLblDkomIFEUTlh8F4J7GFaniewvnepE8ur2eP70b+PP3nghenr+b355oly+VdEREpOApMS4ARJaSMuqXe6B1ZSavPMqRqERWHIyiW93ytg5JREREREQKWUJqBk/9uIPa/h683Ks2ptzG6M4nyw9Ekp5poaqvG8uf75RzX4cXW3/W7Flg+89V2WrW3thL34QNX/G++y+sS2tNRJojVcq6cnfjitzVOIBq5S6N8x2dmM43q47x7JydvHN3Pe5tWgk7OxNpmVlMWXWcr1Yeza5I5uvuRIcavrQM9qGClzNlXB1JSs/kXGI6xyLjuDPsc6qf/Nm64aYPQfd3wMXb+rlMEAz+Gb6/A46vhMWvwB3/d9VDaVq5DL8+1oZHZ27D192J8fc1puKt9BQHWP0JGBao1Rvs7OHAAvhlKAz+FcpWh92/WJdrPPjW9iMiInmy93Qcyw5EWnuLd1FvcSl84/rUY82RaHaHxTF9XQgjO1S1dUgiInIDlBgXgOzxxf1KUWLc09mBwa0rM2XVcb5edUyJcRERERGRUuirlUdZdfgsqw6fJdDHlSGtgwpsX3/vsZYNv6NhhZxJ8cx0OLrC+r5mjwLb/1XZmaHrW3B4Mc7njrKhxVrSenyCk71drg8KPNutBvvC41hzJJoX5+5m6poQhrSuzPT1oRy/0BO8caA3ozpW5fa65bE32125T4sFjrwBJ+cCJmvCu8XIK5er2BTunQZzBsGWb8G/fs5S5v9R3c+DZWM65c8DDudPwN751ve3vQyelayl08+HwLTu1n+rpChw9bWOPy4iIoXmqxXW3uJ9GuV8eEuksPh5OvNa7zq8PH8Pny05TI96/hrnXkSkGMjl7lRKo6iLPcZLwfjilxvRLhhHsx3bTpxnS2iMrcMREREREZFCdCommelrQ7M/v7twP7HJ6QWyr4wsC2uPRANwe93/lB8/sQ7SE8C9PFRoUiD7vy57R+ht7Y1t2joV50N/XDW57Oxg5vsH6rKg6h984vwdyVFHeeOPfRw/m4SvuxNf3t+Y355oS+8GFXJPigMsfQP2zgU7B+j/Xe5J8Ytq94bbXrG+//NZ2DIVDOOqi+dbr/+Nk63l06veZi1x71YWRi6HoHaQFg97frUu13DgVUu8i4hI/jsYEc/ifRGYTPCUxhYXG7qvRSCtq/qQkpHFa7/vxbjG9YmIiBQNSowLcGmMcX+v0tNjHKxP9t3brCJw6UlTEREREREpHaatDSE9y0KbqmWp7e9BWqaFP3efKZB97TgZS1J6Fj5ujtQL8Mw58/A/1p81bgc7G96mV+sMLR+1vp87HH68H2bdC1O7w8Zv4ORGWD8Rfnsc8zdtaRj+MwNZxkrnl3jTYwHP3laF5c934u7GFa+dnN70P9jwlfV932+gfr/rx9ZpLDR/GDCs43zPuhdiT93yIV9Vcgxs/8H6vu0zl6a7lYWhv0PrJ8GnKgQ0hVaPFVwcIiJyhYkX2vB6N6hAjfIeNo5GSjOTycSH/RriaG/H6sNnWVhA15EiIpJ/VEpdgEtjjJemUuoXPd6pOr9sDWPV4bPsPBVL40BvW4ckIiIiIiIFLCE1g7nbwgCD55tYOHYexkYYzN8extACKKe+5shZANpX98XO7rKksWHYbnzx3Nz+nnUs7U1fw+FFl6aHbb5yWffyUK4W9iGreThjDoQdh4wZ4BJw9e0fXwWLx1rfd30LGvS/sbhMJuj9GZSpAiveh2PL4Zt2cN8sCO54w4d3w7ZOg4xkKN8AqnXJOc/eEXp+YH2JiEihOhKZkD00ydMaW1yKgGBfN57qXJ3xSw/z7sL9dKpVDk9nVZIRESmq1GNcAIhMsPYY9ytlpdQBKpd15Z7G1l7jE5cfsXE0IiIiIiJSGH7ZGoZ/eij/ur5M8796cd/6Psx0/IjdJ88RGp2U7/tbfaGMeocavjlnROy2jllt72wt2W1rF5O+T2y09opuPwZ6fgSV21rH0q7ZEzq/Zk1IP7kZHlxgHQPcycuaPJ/WA8J35L7t5Bj47TEwLND4AWj/XN5is7ODdqPh8XVQsRmkxsHMfrDzx1s75qwMOPgXJEReinPDZOv7ds9Yk/IiIlIk/G/1cQwDetbzp7a/5/VXECkEj3aqSlVfN6IS0hi/5LCtwxERkWtQj3EBIO7COHo+bo42jsQ2nuxcjd92hLH8YBR7T8dRv6KXrUMSEREREZECkmUx+HvtVmY6fkQFS4w1KW3JpAN76GW3meUHGzCifXC+7S81I4u9p+MAaFOtbM6Ze+Zaf9bsAU7u+bbPW1auVs4e0a0fv/qyDfpbE9Wz+kHMcfjfbVC5DdS9BxoPBmdPa8/4P0dDQjiUrQ69P735hLNvDRj2N/z+GOz7DX5/HNISoNWjVy67dz7s/tk6RnlA49y3t/Qt2DgJzI7QchQkRkFKDJSrA/X63lyMIiKS7zKzLCw9YH2IaXi7KrYNRuQyTvZm3r2nPg9M3cQPG0K5t2klGlRS+7KISFGkHuMCQGJaFgBujqXzWYmq5dy5q5G13N/EFeo1LiIiIiJSUi3eG0Hjd5YwKOkHKphisJStCc/tgw4vADDS/i9WXmh0zy+HIhLIshj4uDlS0dvl0gyLxZq4Bah/gyXFiyqfYHh4CTQYAJjg5AZryfTxdWDRy/DvR3BggbVM+71TwdHt1vbn4Az3fndp/O9FL8HW6TmX2b8A5o2wlqqf3guOrbhyO7EnYcu31vdZ6daxz/f8Yv18x/+BWaVQRUSKiu0nY4lNzsDb1YFmQWVsHY5IDu2q+3J34wAsBrz2+x6yLIatQxIRkVwoMS4AJKVlAuDuVDoT4wBPdamOyQT/7IvkwJl4W4cjIiIiIiL5LD3Twqu/7cEtNZK77dYBYNf3G3DzhRYjsZidaGx3nLQTm0i8cI90NadjU5i65jgnzyVfd797w629xesFeGK6vJd06BqIDwMnT6hx+80fWFHhXs6a9H52N/T8GHxrQXqidbzyVR9Zl+n6JgQ0yZ/92dlB93eg7dPWzwufgxXvWUuiH15iTYobFnD3t44XPucBOLkp5zb+/ciaEA/uCA/MhYCm1tfdk6BK+/yJU0RE8sXyg9YH1zrX8sPerGZtKXpeu6MOHs727A6LY/amE7YOR0REcqErCCHLYpCSYe0x7u5cehPj1f086N2gAgBfrThq42hERERERCS/LTsQyfmkVF5x+AkHUxZZldtBpWbWme7lsKt3DwD9WMnaI2evup3FeyPo9MlK3vvrAA9M20hcSsY197sv3Prg7RVDNm270MO5wQBrD+iSwrsytH4MntwEQ+aDf0MwmeH29y/18M4vJhN0fxdaPgoYsPpT+Kwm/DjAmvCu0wdG74RqXa3J8R8HQMRe67pRB2HXT9b3Xd+CGt1h1Errq8mQ/I1TRERu2fIDUQB0qe1n40hEcufn4cxLPWsD8OniQ0TFp9o4IhER+S8lxiVHTwg3J7MNI7G9p7tUB+DvvWc4Eplg42hERERERCQ//bzlFGPt53C3eT2YzJg7v5JzgaYPAtDHvIG1+0Jz3UZqRhZv/7mPzAvlMU/FpDB27m4M4+rlMvddGF+8fsBlifGESDjwp/V98+E3d0BFnckE1bvCo6vh5RPQ9qmbH1f8evvp9TEM+B4qNAZM4OAKjR+AflPBwQXumwmBrSE1Dmb2hXPHYNlb1h7lte+ESs3zPy4REck3J84lcTQqEXs7E51qlbN1OCJXNbhlZRpV8iIhLZP3/jpg63BEROQ/lBiX7DLqDmYTTvalOzFe29+TnvX8MQz4aqV6jYuIiIiIlBSnY1M4e3Qrj5j/sk7o+w0Ed8i5UFA7UjyCcDelYnf4byy5jA05a+MJzsSlEuDlzC+PtsHBbGLxvgh+2JB7ucyktEwORFgfuq1f0dM60TDg7xfAkgmVWoJ/g3w7ziLJZAInj4LfR72+8OgqeCUMxobCPZMv9cR3dIPBP0P5BpAUBRObWscet3OALm8UbGwiInLLLvYWbxnsg6ezg42jEbk6s52J9/s2wM4EC3aFs+YaVYhERKTwKTEu2Ylxt1I8vvjlnrrQa/zPXeEcO5to42hEREQkP6xcuZL+/fvz2GOP8eyzz5KRcZ2yx/v20bdvX2bMmJHr/F27dmEymbJfPXv2LIiwRSQfzd0axuvmmZhNhjWB2nDglQuZTDg07A9Aq/SN2WODX5SQmsGkCw/Qju5Wg5bBPrzcqw4A7/91gH2XLW+xGCSnZzJhxRHSMy1U8XEm0NPBmhRf/SkcWAB29tD70wI64lLMyR3sna6c7uINQ+dDuTqXpnV5DfxqF1poIiJycy6OL64y6lIc1K/oxUNtqwDwxu97Sb0wjKmIiNieMqFCwoXEuLsS44D1wqVbHT+WHYhi0sqjjB/Y2NYhiYiIyC3Ys2cPgwcPZs+ePfj6+jJ69Gief/55JkyYkOvyu3btYubMmfz+++/cfffduS4zadIkPv30UjKre/fuBRK7iOSPuJQM9m9eymjzfrLsHDB3f/eqy9rXvRPWfcZtdrsYMn8btzesQkp6JikZWRyMSOB8cgZVfV3pX+YY7FjNw41vZ8Ox8iw7EEn/rzfgaG9HSkYW6ZmW7G16kMwfzh9h99FBcC8PcaesM7q+BQGNC/joJQd3P2uv8k3fQHpy/o95LiIi+S4hNYNNx2MA6FanvI2jEbkxY7rX5O89Zwg9l8w3q47xbLeatg5JRERQYly41GNcifFLnu5Sg2UHovhjZzhPd6lBsK+brUMSERGRm/Tqq6/StWtXfH19ARg6dCitWrXi2WefpWrVqlcs36hRI2rVqsVnn32W6/ZOnDiBl5cXL7zwQoHGLSKXGIZBSkYWiWmZJKVlkZSWSWJaJompmSSlZ16YnknihXkX5yddWP5ETBLvpMwDMxgN7gPvwKvvLKAJGW7+uCVF4BWxgY/DU69YZHq5nzHP+gkAU4XGfDrob+48E8/p2BRS/tMjyISFeT6T8YrZbZ0QdwrMTtDjfWj5SL59R5IH9k7QbrStoxARkRu0+nA0mRaDquXcqKI2OikmPJwdePPOejz543YmrzzGPY0r6v+viEgRoEyoqJR6LhoFetO5VjlWHjrLF8sO8+X9TWwdkoiIiNyEhIQEFi9ezMcff5w9rUGDBphMJubNm8eLL76Y63rOzs5X3eZnn33Gzz//TFRUFGPGjKFRo0b5HrdISXIxqR2fkkl8agbxKRkXfl7+OTPH9ITUjBxJ8KT0THIZ7vuGVTKdpbvTNgDs21+nh7DJhEOdO2DrNB4NCMG3fB9cHMy4OppxdjDT0rKDoA0/XVr+zE7K7JzMomef5eS5ZJwdzLg4mnG2t8PZwYzz8SWYf94ODm5w1wRw9YFKLQp+zG0REZESYvkBaxl19RaX4qZ3A3861izH6sNneWfhfr4b1sLWIYmIlHrKhAqJadYeDeoxntPzt9di5aGzLNgVzuO3VaO2v6etQxIREZE82r59O5mZmZQtWzZ7mpOTE56enuzcuTPP2zMMg+TkZIKDg5k9ezY//vgjkydP5pFH1OtTSr4si0FcSgYxSenEJqdzPjmD88nW9zFJGcSlpBOXknvCO/NWstqXMZnAzdEeNyczbk72uDvZ4+Zoj7vzhfcXpzvaX5rvZE/dI99gt8eA4I5Qrtb1dxTcAbZOo439IdoMuOzhl6wMmDzI+r7lKKjYHH4bBf9+jGet3tSvWO/Kba3/8sLyj0CD/rf+JYiIiJQiWRaDlYeiAOiq8cWlmDGZTIzrU5ceX6xmxcEolu2PpFtdPeAhImJLyoQKiakZgBLj/1W/ohd3NKjAX3vO8NmSw3z7YHNbhyQiIiJ5FBVlbUTz8fHJMd3d3Z3o6Og8b89kMjF16lQAjh49yrBhw3j88cdp0qQJzZvnfq2QlpZGWlpa9uf4+Pg871ekICSlZRKdmHbhlU50Yhrnky5PeOdMgsenZmDcQn7bbGfC09keTxcHPJ0d8HSxt/68/L2L9b27kwNuTmbcLyS3Lya4XRzM2NmZ8rZjw4B/F1jfNxp8Y+tUbmv9GbEXUmLBxdv6efsMOHcUXH2hyxvWXt/7f4dDf8Pvj8PI5WB2uLSdkxvh1EYwO0Lrx/MWt4iIiLDj5HnOJ2fg5eJAs6Aytg5HJM+qlnNnZIeqfP3vMd5euI/2NXxxdjDbOiwRkVJLmVAhKd3aY9zNSX+Q/+u57jVZtPcMS/dHsuPkeZpU1gW4iIhIceTi4pLjc1ZWFg4ODldZ+sZUr16dRYsW0aRJE/73v/9dNTH+4Ycf8vbbb9/SvkRuVEp6FhHxqZxNSLuU9E5I4+yFxPelaelXjIV9ozyc7Snj6kgZVwfKuDlSxtURb1eH7J8ezpcluS9Lers6mjGZ8pjUzg8n1kPMcWsp8zp9bmwdj/LgUw1ijsGpTVCzB2SkwqpPrPM7jQXnCxWl7vzcuo8zu2Dt59DppUvbWXeht3ij+8HDP/+OSUREpJRYdsD6oOtttcphb7azcTQiN+epztX5bftpTsWk8L/Vx3mmaw1bhyQiUmopMS4kaozxq6ru506/ppWYuy2Mz5YcZtbIVrYOSURERPIgICAAgLi4uBzTExMTKVeu3C1v38PDg2eeeYaFCxdedZlXXnmFMWPGZH+Oj48nMDDwlvctpYthGMQmZ3AmLpXI+FQi4lOt7+Os7yMu/IxLycjTdp0d7PB1d7rwcsQnO9HtiI+bA96ujtlJcO8LiW+H4tYovelr688G/cHJ/cbXC2prTYwf/gd8a8Ca8ZAYCZ6VoNmwS8t5+EPv/4P5I62J81q9wL8BnD1k7UmOCdpeZ1xzERERydWKg9bxxbuojLoUY25O9rx2Rx2e/mkHk1YepW+TigT6uNo6LBGRUkmZUCEx1ZoY91BiPFeju9bgj52nWXs0mvXHomlbzdfWIYmIiMgNqlOnDg4ODtkl1QFSUlKIj4+nZcuW+bKP6tWrU6lSpavOd3JywsnJKV/2JSVXlsUgIj6VsJhkws6nXHhZ35+OTSEyPpW0TMsNbcvFwYyf56Vkd3bi28OJcv/57GarXtyF5XwoHPzL+r71E3lbt85dsGMmbJ1mfV3U/lmwd8y5bIP+1pLqBxdaS6o/shLWTbDOq32HNbEuIiIieXIqJpnDkYmY7UzcVlOJcSne7mxYgdmbTrDxeAzv/3WAb4Y2s3VIIiKlkjKhQpJ6jF9ToI8rg1pW5ocNJ/i/fw4x7/GyJbvxUERExAaOHz9OaGgokZGR2NvbU758eRo3boynp+ctbdfHx4devXqxadMmHn/cOr7vnj17cHR0pE+fGyypfB07duxg+PDh+bItKdmS0jIJiU4i9FwSIWeTOHX+UhI8PDaFTMv1B/Au6+ZIeU9n/L0uvDytr/JezlTwcqa8pzOezva6Xr1o+TtgWKBaF/Crnbd1a94OTR+E7T9YP7uUAZ+q0GTIlcuaTJdKqkfsgYXPwu6frfPaPXsrRyAiIlJqLT9g7S3eokoZvFxvbRgkEVszmUy8fVd9ek9Yw+J9Eaw+fJaONW+9ipmIiOSNMqGiUuo34KnO1fll6ym2n4xlxcEoutYpb+uQREREir3IyEjGjx/Pb7/9xrFjx3Jdpm3btjz88MM8+OCDmM3mm9rP66+/Tt++fUlJScHFxYUZM2YwevRoKlWqxOrVqxkzZgzLli3D29s7e52MDGs56szMzBzb2rhxI19++SXvvvsu1atXZ/ny5WRmZtKhQ4ebik1KnowsC6HRSRyPTrImwS+8D41OIioh7Zrr2tuZqFjGhUplXKjk7Wr96eNCRW9XKng54+fphJP9zf0elEr7foO988BkB13furlt9PoUyla3lkav1uXay7r7Qe9PYd4I2DHLOi2oHQS2uLl9i4iIlHLLD1qrPnWtrXY4KRlq+XvwUJsqfLcuhHF/7mPx6I442hezYYpERIo5ZUKFpPQLpdSd9d/havw8nXmobRWmrDrOp/8conMtP+zs1AtHRETkZhiGwZtvvsn48eNJSUnBz8+P1q1bU65cOdzc3DCZTMTHxxMZGcnu3bsZMWIE77//Pt999x0dO3bM8/5atGjBxIkTGTFiBGXLlqVMmTK88847gHXs8dDQUOLj47MT40ePHmXGjBkAzJo1iypVqtCtWzcAvL292blzJw0bNqRVq1Y89NBDvPXWTSbcpFjLshicOJfE4chEDkcmZL9CopPIyLp6z28fN0eCfd2oUtaNyj6uBPq4UKmMNQle3tMZs64xb51hwL8fwaqPrJ9bjISAxje3LQdnaDf6xpevf6+1dPu++VCuDtzx2c3tV0REpJRLSM1g4/FzAHStozLqUnI8270GC3ad5vjZJKavC+HRTtVsHZKISKliMgzj+vX6Son4+Hi8vLyIi4u75bKdxcndX61lV1gcUx9sTre6egLzas4npdPxk5UkpGUycVAT+jQKsHVIIiIiN81W1z1xcXH0798fwzAYOXIkXbp0wc/v2g1dBw4cYMGCBUyZMoVnn32WZ555ppCiLRil9ZqzOEtIzWBfeDx7T8exLzyeQxEJHDubeNUxv92d7Klazi07AR7se+G9rxteLioDWqAMAxaNhc1TrJ9bPgq3v3flmOAFyZIF546Cb01riXURkVJM1z22U9y/+0V7zvD47O0E+7qx8oXbbB2OSL6auy2MF37dhZujmeXP34a/l7OtQxIRKdbyct2T712EC2p8SCk4KqV+Y8q4OfJIx6qMX3qY8UsP07O+Pw5mlboRERG5UZmZmTz44IM89thj3HvvvTe8Xp06dahTpw7PPvss48aNY8aMGTz00EMFGKmUZvGpGew9Hcfe03HsOW1NhodEJ+W6rLODHTX8PKhZ3oOa5d2p6e9BrfIeVPBy1hjftrLq4wtJcRPc8X/W3uKFzc4M5WoV/n5FRCTfqZ3TdpYduFhGXb3FpeTp16QiP246wfaTsXy46ABf3t/E1iGJiJQa+ZIJLazxIaVgJKVlASqlfiMebh/MjPWhhEQn8eOmkzzUtoqtQxIRESk2Jk6cyGuvvUbLli1van0nJyc+/PBDPvvsM06dOkVgYGA+RyiljWEYhEQnsfXEebafOM/WE+c5GpWY67IVvV2oX9GT+gFe1K7gSc3y7gSWcdXwOkVJ2DZrCXWwljBvMcK28YiISLGkdk7by7IY/HvoQmK8jqpbSsljZ2finbvr0+ertfyxM5zBLSvTqmpZW4clIlIq3FImtLDHh5SCoR7jN87dyZ5nu9fkjd/38sWyw9zTpKLKYYqIiNygpk2b3lRSPCoqKke59TFjxrBlyxYlxiXPsiwG+8LjWH/sHFtDz7P95HliktKvWK5SGRcaVPSifkWv7J8+boVYilvyLiMF/hoDGNDwfiXFRUQkz9TOWXTsPBXLuaR0PJztaV6ljK3DESkQ9St6MbhlZWZvOslbC/ax8On22Ks6qYhIgbvpTOjl40NOmzYtT+NDDhs2rESMD1kSGIZBUvrFxLiecL0Rg1oE8v26EI6dTWLyv0d5pVcdW4ckIiJSLHTq1Omm1uvSpQt79+7N/mwymW6617mULoZhEHoumbVHo1l3JJoNx88Rl5KRYxlHezsaVfKiWZAPzYLK0CyojJLgxU1aIvx4H5zZCU6e0P0dW0ckIiLFjNo5i5blByIBuK2Wn4YxlBLtxR61+HvPGQ5GJDBz4wmGtwu2dUgiIiXeTSXGNT5kyZGcnoVhWN+7q8f4DbE32/Fq7zqMmLGV6WtDGdIqiEAfV1uHJSIiUmz9888/LF26lNjYWCwWS/Z0wzAIDQ3lwIEDNoxOipuktEzWHIlmxcFI1h6JJjwuNcd8Dyd7WlUtS6tgH5oGlaF+RU+c7PWAaLGVlQlzH4YTa61J8UE/gYdKroqIyI1TO2fRs+KgxheX0sHb1ZEXe9Tm1d/2MH7JYe5sGEA5DydbhyUiUqLdVCZU40OWHEkXyqjbmcDFQQ2CN6pLbT/aVivL+mPn+PSfQ0wY1MTWIYmIiBRL7777Lm+99dY1lzGZNIazXFtEXCrLDkSy7EAk64+dIz3z0gMWjmY7mgZ50766L22r+9KwopdKFJYk/34AR/4Be2cYMh8CW9g6IhERKWbUzlm0hJ1P5mBEAmY7E7fVKmfrcEQK3H0tAvlp80n2nI7jk8UH+XRAI1uHJCJSot1UYvxmx4f8L40PaXsJl40vrkbnG2cymXjtjjrcOXEtC3aF83D7YBoHets6LBERkWJnwoQJfPDBB/Tp0wd3d/cr5h89epS+ffvaIDIp6iLiUlm4O5w/d4WzKywux7zKPq50q1Oe22qVo0UVH1wc9QBoiRSyGtaMt76/Z7KS4iIiclPUzlm0XOwt3iyoDN6uGt5GSj6znYm3765Hv8nr+XVbGINaVaZp5TK2DktEpMS6qcR4buNDvvHGG7z77rvXXG/lypX8/vvv+Pr6MmLECAICAjQ+pI1d7DGuMup5Vy/Ai35NKjFvexjv/7WfXx5to4cLRERE8qh27dq8/PLLV50fFBTEiBEjCjEiKcrOJ6WzaG8EC3adZlNITPaQQCYTNAn0plvd8nSvU57qfu66LivpMlJgwdOAAU0fhPo3XvpWRETkcmrnLFqWHVAZdSl9mlYuw4Bmlfh1Wxhv/bGP359sh9lO9zMiIgUh32oIrlu3jtOnT7NgwQJ+++03IiMjc8z/559/6N69O/b29tx999389ttvbN68Ob92LzcpUYnxW/JCj5o4O9ixJfQ8/+yLsHU4IiIixU7jxo2vu8yDDz5Y8IFIkZVlMVh5MIpRP2ylxfvLePW3PWw8bk2Kt6hShnfvrsfmV7sx/4l2PHFbdWqU91BSvDRYMx7Oh4JHAPT4wNbRiIhICaN2TttITMtk47FzAHStU97G0YgUrpd61sbD2Z49p+P4ecspW4cjIlJi5Vs2dPPmzQQHB5OVlQWAg4MDb7/9NmPHjgVg6tSpGIbB2LFj8fPzo2HDhixevJioqCj8/PQEoK0kpl4qpS55V8HLhUc6VGXiiqN8tOggXWqXx9FeY1aKiIjcqEceeYRZs2YxZMiQqy4zZMgQ9u3bV4hRSVFwJi6FX7aE8fOWk4THpWZPr1vBk7saB9CnUQAVvV1sGKHkG8OA/b9DUDtwv4F7w8Qo2PCV9X3PD8HJo0DDExGR0kftnLax9kg06VkWgsq6Uq2cm63DESlU5TycGNO9Jm//uZ9P/jlIr/r+lHHTcAIiIvkt37KhycnJmEwmunfvToMGDUhISODjjz+matWqDBgwgNDQUADKlSuXvU6PHj34f/buOzyKsm3j8G93s7vpvVASAqH33kFEQEUFRbFh773ra331s2LvWF4rdhEUxYICgqhIJ/TQQwukkN6T3f3+mBQQUEqSSTbXeRxz7GR2snslapx97nnu5/nnn+eee+6pqRhylApKNWP8eF03rDWfL95J8r5CPl64nauGtDI7koiISIPRunVr/vOf/zBnzpyDZvl6PB527NhBUlKSSenEDIk7s3nn9638tHoP7opW6aH+ds7pFcv5feNoF6MiqNdZNQW+uRaiO8ONC/75XLcb5j4JZYXQrBd0OrNuMoqISKOicU5zzFlvzMwf0SFGHYCkUbpkQDxfLN7JhtQ8nv9lA0+O62p2JBERr1Nj1VCbzcbMmTMZMWJE1bHbbruN22+/nXPPPZeioiKAAy5qLBYLGzZsqKkIcgzyS4w7XwOcNpOTNFyBTh/uHNWOB75ZzcuzN3Jmj2ZEBjrNjiUiItIg3HTTTfzyyy//eI4Gxbyf2+1h9vpU3vl9K0uSs6qO928VzoT+LTilcxN87bpe9VrLPjQe09bC3jXQpMuhz/N4YMolkPS98fVJDxoLzIuIiNQwjXPWPbfbw9wNxvriIztq1r00Tj42K4+e2ZkL/reQzxfv4KL+8XRqFmx2LBERr1JjPZ979OhxwMUiQMeOHSkoKADA5XLhcBzc+kMzgMxVULXGuN3kJA3b+X3j6NI8mLzicp75Sf9Oi4iIHKlvvvmG++67j8TERLZt23bQ9ssvvxAYGGh2TKklbreHGStTGPXSb1z78TKWJGdht1k4p1csP902lC+vG8iZPZqrKO7N3C5IX1/99ZJ3D3/u+hlGUdzmhNNfgDYjaz+fiIg0ShrnrHsrd2WTkV9KkNOHPi3DzY4jYpoBCRGc3q0pbg889v1aPB6P2ZFERLxKjc0Yd7lcFBQUEBBQvf7LvHnzqr52uVyHHNSsbD0k5qhcYzxQM8aPi81q4dGxXTjnzQV8tWwXF/ZvQa8WYWbHEhERqff69u3LU089ddjn4+PjufTSS+swkdQFj8fDrHWpvDhrI0l78wAI9vXhogHxXD6oJTHBviYnlFpRXmLMCPcNgcg2xrGURCiq7hLA6qlwylPg8D/we90umFvxt2LwbdD36jqJLCIijZPGOevenPXGbPET2kfh8KmxuVwiDdL9ozswe10qC7dmMnPNXkZ3bWp2JBERr1FjhfHhw4czZMgQLrnkEhwOB8uXL+fTTz/lhBNOYNGiRezZs4eIiAjcbjdWq3FxM2PGDCIjI2sqghyD/IoZ4wFaY/y49Y4PY3zvWKYu28XD367h25uGYLOqtaOIiMg/GTp06L+ec80119RBEqkrC7Zk8PRPSazalQNAkNOHq4cmcOWQlgT5qouR10rfAJPHQL6xdijN+8Bpz8HKz4yvO5wBe1dD9nZjVni38w78/rXfGDPLfUNg4E11m11ERBodjXPWvTlJRmF8RAe1UReJDfPnumGteXXOJp78cT3DO0Sri5aISA2psWroY489xh9//MHdd9+NxWLB4/EwYcIEXn75ZU488UQKCgo45ZRTGDFiBBdeeCHh4eHcc889XH755TUVQY5BVSt1XxXGa8K9p3bg57V7WbM7ly+WGOvAiIiIyOFddtllTJ8+nbPOOuuw51x88cWsWrWq7kJJrdiVVchTP67nx9V7AfB32LhicEuuGZpAqP/BrUjFi7jK4ZvrjKK4byiU5sPupfDO8Opz+l4FOxbBb0/DorchJNZYU7woC1oOhnkTjfMG3gJ+oWb8FCIi0ohonLNu7c4uYv2eXKwWGN5ehXERgOuHJfDV0p3syirivT+2cdPwNmZHEhHxCjVWDQ0ICODPP/9k2rRpJCcn06tXL0aNGgXA4sWLWbBgAcOHD2fbtm1ccMEFLF++nDZt2nDnnXfWVISDzJ49mxkzZtCmTRuGDx9Oly5dau29Gqr8qjXGVRivCVFBTu4c1Y5HZ6zjuZ83cFqXpoQFaKBXRETkcB5//HESExP59ttvsVgO7LTi8XhITk5m7dq1JqWTmlBS7uLNeVt4c94WSsrdWC1wUf94bhvZlshAp9nxpLZ5PDDzPkhZAc4QuPEvsNjgl4dg9RTjnJ6XQOuTIKwV/PaMUTT/YHT1a1is4HGDXzgMuN6cn0NERBoVjXPWrV8rZov3jg/TOJpIBX+HD/eN7sBtXyQyae5mzukVS5MQLTklInK8arQa6uPjw/nnn3/QcX9/f0aOHAlAmzZtWLJkCX/++SddunQhKCioJiMAxiDqfffdR1ZWFpMmTcJuV0vGw6lqpe5QYbymXDIgni+X7CRpbx7P/bKBp8Z1NTuSiIhIvbVw4ULWr1/PihUrDnvO3wvm0nCs2JHFf6auYlNaPgADEyJ4ZGwnOjQJNjmZ1JnfnoUl7wAWGPsqBDczjp/zDgy6GXYvg+4XGsfCW8G5H8LKz43W6x63sbZ47i4IiIYzXwdnzX9+FBERORSNc9adOeuNpVZO6hBjchKR+mVs92Z89Nd2lm3P4tmZSbx4fg+zI4mINHjWY/mm995777je1GKxMGTIEDweD7NmzTqu1zqURx55hOXLl/PWW2955cViTVIr9ZrnY7Py6NjOAHy+eAerK9bPFBERkYONGjWKX375hU2bNrFt27YDti1btvDTTz8RGBhodkw5SkWlLp74fh3nvLmATWn5RAY6eH1CTz67pr+K4o3J0vdh3lPG/uhnofNZBz7ftDv0uRLsftXHOp8FE76E2xLh9lXG4xU/GY/tTqmT2CIi0rhonNNchaXlLNiyD4CRHdVGXWR/FouFR8Z0AuDrFbtZviPL5EQiIg3fMRXGg4KC+OKLL47rjQsLC7nvvvs48cQTj+t1/m7x4sU888wzvP/++1itx/TjNSoFJS5ArdRrWv+ECM7q0QyPB/777Rrcbo/ZkUREROqlsWPHMnLkSFq3bk18fPwBW6tWrTjllFO49957zY4pR2Fjah5nTvqDd//YhtsDZ/dszqw7hnFGt2aa/d+YbJ0HP9xt7A+7F/pfe2yvY7ND/CBwBNRYNBERkf1pnNNcf2zKoLTcTVy4H22idUOsyN91iw3l3N6xADw6Y53GmUVEjtMxXVGdd955LFq0iAcffJD8/Pyj/v4lS5Zw6qmnctddd9X4nY6PPfYYffv25cMPP2T06NGccsopLFy4sEbfw5tUtVJXYbzG3X9aRwIcNhJ3ZjNl6U6z44iIiNRLJ5100r+e88ADD9RBEjleHo+HzxfvYOzrf7AxNZ+oICcfXN6XF8/vobUiG5t9W2DKZeBxQbfz4cT7zU4kIiJyWBrnNNec9cb64iM6xOgmSpHDuOfU9gQ4bKzcmc30xN1mxxERadCO+VbDl156CZfLRatWrbjmmmv4+uuv2bx5M263+6Bz09PTWbBgAS+99BLDhw/n4osv5u2336Zdu3bHFf7vCgoKmDVrFrGxsdx666189913BAUFMXz4cLZt23bQ+SUlJeTm5h6wNTaVhfFAp83kJN4nJtiXO0YZ/44/9eN60vKKTU4kIiJiruNtU1kpKyurVtpUyrErLnNx+5eJ3P/1aorL3AxtG8mPtw5leAe1w2x0Sgvg8wuhOBti+8KYV0GD3CIiUs9pnNMcbreHOUlGYXxkR60vLnI40UG+3HxSWwCe/impanlUERE5esfVg+fpp5/m888/Z+HChYwfP5727dvjdDoJCwsjNjaWyMhI/Pz8aNKkCUOHDuW+++6jU6dOLFy4kI4dO9bUz1Bl69atlJaWct555xESEoLdbueJJ56guLiY11577aDzJ06cSEhISNUWFxdX45nqM4/HU73GuNP71iiqDy4f1JKuzUPILS7n0e/WmR1HRETEVPW5TaUcu7TcYs5/+y++TUzBx2rhvtEdmHxFP6KCnGZHEzP8/ABkbICgpnD+p2D3NTuRiIjIEdE4Z91bvTuHjPwSAp0+9GsVbnYckXrtyiEtiY/wJy2vhDfmbTY7johIg3Xci9OMHDmSVatWMX36dM4//3yaNWtGTk4OKSkpZGZmYrFYGDBgAI899hgbN25k0qRJhIWF1UT2g1S2OwoIqF5/rkOHDsTGxrJx48aDzr///vvJycmp2nbubFztrkvK3ZRXrEkSoBnjtcLHZuXpc7pis1r4YfUeZq1LNTuSiIiIaepzm0o5Nmt25zD29T9ZuSuHMH87n1zdn+uHtcZq1QzhRmn997DsQ8AC496GIM38EhGRhkXjnHVrznpjnOyEdpE4fLxzDXWRmuL0sfHgacZNOO/8vo0d+wpNTiQi0jDVyMLSFouFsWPHMnbsWACKiorIzs7G39+fkJCQmniLIxIbGwtAZmbmAcebNGlCePjBdx06nU6czsY7kyV/v5YrAQ6tMV5bOjcL4eqhrXj7t638d/oaBiSEE+SrwXwREWmcXnrpJe677z5atWrFWWedxejRo+nWrRsJCQlYrQcOhqWnp7Np0yYWLVrEd999R0pKCtOnT6/xNpVybOZuSOPGT5ZTVOaiTXQg713Wh/iIgH//RvE+hZmwZhrMfdL4etAtkDDM3EwiIiLHSOOcdaeyjfpJHXQznciRGNUphiFtIvljcwZP/biety7pbXYkEZEGp1ZuxfPz86Np06Z1erEIEBcXR9euXfnrr78OOJ6ZmcmIESPqNEtDUNlGPcBh06yeWnb7iHbER/izN7eY537eYHYcERERU9W3NpVy9Gau2cO1Hy2lqMzFCe2i+PrGQSqKN1arpsAL7eHHu6EoC5r2gJMeMjuViIhIjdE4Z+3Yk1PE2pRcLBYY3j7K7DgiDYLFYuG/Z3TCZrUwc+1eFmzOMDuSiEiD43U9ap599lk+//xzMjKM/yksXboUPz8/JkyYYHKy+qdyxniAU7PFa5ufw8ZT47oC8PHC7Szbnvkv3yEiIuLd6lObSjk63ybu5qbPVlDm8nBGt6a8d1kfgtUNp3HK3gnf3wGuUojpCqdMhMtmgE/Dmq0mIiJSX3nzOOec9cZs8V4twogI1LWDyJFq3ySIi/u3AOCx79dR7nKbnEhEpGHxuoroqaeeyqRJk7juuuvo0aMHO3bsYObMmVqH8hDyi43CeKAK43VicJtIxveOZeqyXdw3bTXf3zoEp4/WdhcRkcarvrSplCM3ZclO7v16FR4PjO8dyzPndMOmzkONU2EmfHUZlOZD3AC44iewet191yIiIqby5nHOX6vaqEebnESk4bl9ZDumJ6aQtDePL5bs5OIB8WZHEhFpMLyyInreeedx3nnnmR2j3iso1YzxuvbgaR2ZtyGNTWn5vDVvK7eNbGt2JBERkXrDz88PPz8/s2PIYcxYmVJVFL9kQDyPju2s5XgaK7cbPjsPdi8D31A483UVxUVERGqJN45zFpW6+LOiBfTIjlpfXORohQU4uHNUOx75bi0v/LKBMd2aEeLf8G+YERGpCxq9aMTyS1yAZozXpbAABw+P6QzApLmb2bA3z+REIiIiIv/ut43p3DklEY8HLh7QgsfOVFG8UUuaAbuWgCMQrpwJkbrZU0RERI7cn5szKCl30zzUj3YxgWbHEWmQLurfgnYxgWQVlvHynI1mxxERaTBUGG/EKlupa8Z43RrTrSkjOkRT6nJz55RESsu1DoyIiIjUX2t253D9x8soc3kY070Zj43tgsWionij5XbB3InG/oAbIbqjuXlERESkwZmTlArAyI7Ruq4UOUY+NisPn2FMwPror+1sStUELBGRI6HCeCNWUFK5xrjWua5LFouFiWd3JdTfztqUXF7/dZPZkUREREQOKS23mKsnL6WozMXQtpG8cG53zRRvrFxlUJQFa7+B9PXgGwIDbzI7lYiIiDQwbreHOeuN9cVHqI26yHEZ0jaSUZ1icLk9PPb9Ojwej9mRRETqPRXGG7H8ysK4r2aM17XoYF+eOKsLAJPmbSFxZ7a5gURERET+prjMxTUfLWVvbjFtogOZdFEvHD76+NCoZGyG356Fj86CJ2LgmZYw7SrjuUG3gF+oieFERESkIVqbkktaXgkBDhv9E8LNjiPS4D14WkfsNgu/b8rg16Q0s+OIiNR7GtlqxCpnjKuVujnO6NaMsd2b4XJ7uHNKIsVlLrMjiYiIiFR5+Ns1rNyVQ6i/nfcu60Owr93sSFKXVk+Ft4bA3Cdh61zw7Het6h8B/a83L5uIiIg0WLPXG23Uh7aNwumjLpYix6tlZABXDmkFwBM/rNeynSIi/0KF8Uasasa4Q4Vxszx2Zmeig5xsTS/gmZlJZscRERERAeDr5buYsnQXFgtMmtCL+IgAsyNJXSrMhOk3QnkRxA+Bk5+EW5bDvdvhnPfg8h/AGWR2ShEREWmAKme0ntQx2uQkIt7j5uFtiAx0si2jgMkLks2OIyJSr6kw3ojla8a46UL9HTwzvhsAH/yZzIItGSYnEhERkcZuc1oeD36zBoDbRrRlcJtIkxNJnVv1JbhKIKYrXDYDBt0MEa2N1uldx0N0R7MTioiISAOUmlvM6t05WCxwUgcVxkVqSpCvnf+c2h6AV+dsIj2vxOREIiL1V40WxktK9Ae3ISnQGuP1wvD20VzYrwUA93y1itziMpMTiYiISGNV5nJz6+eJFJW5GNQ6gltOamt2JKlrHg8s+9DY730ZWHUvtYiINE4a56x5c9Ybs8V7xIUSGeg0OY2IdxnfK5auzUPIKynnhV82mB1HRKTeqtFRjuDgYBITE2vyJaUWVbVS14xx0z10ekdahPuzO7uIx2asMzuOiIiINFKT5m5m3Z5cwvztvHx+D2xWi9mRpK5tmgXpSWD3h27nmZ1GRETENBrnrHm/Jhnri4/QbHGRGme1WnhkTCcAvly6kzW7c0xOJCJSP9VoYbysrIzS0tKqrz0eD1deeSV79+6tybeRGpJf4gLUSr0+CHD68MJ53bFYYOqyXXy3MsXsSCIiInVGs3Hqh7UpObz+62YAHj2zC9HBviYnkjrn8cC8p4z9PleCb4i5eUREREykcc6aVVzm4o/NxhKCIzrGmJxGxDv1aRnO2O7N8Hjg0Rlr8Xg8ZkcSEal3arUvntvtZvLkyaSkqMhXHxVoxni90rdlODcPbwPAA1+vZse+QpMTiYiI1A3NxjFfmcvNPV+totzt4ZTOMYzp1tTsSGKGjT9Dygpjtvjg281OIyIiUq9onPP4LNiSQXGZm2YhvnRoEmR2HBGvdd/oDvjarSxJzuKH1XvMjiMiUu/U+oJxuiup/lJhvP65bURb+rYMI7+knFs+X05pudvsSCIiIrVOs3HM9/Ff21m3J5dQfztPnNUVi0Ut1Bud/WeL97sGAqPMzSMiIlIPaZzz2M2uWF98RMcYXWuK1KJmoX7cMMyYfDXxxySKSl0mJxIRqV9qvDCuC5uGI6+iMB7gtJmcRCr52Ky8ckFPQvzsrNyVw/O/bDA7koiISJ3TbJy6lZFfwkuzNwJwzyntiQpympxITLFqCuxZCfYAGHSb2WlERETqBY1z1gyPx8OvVYVxrS8uUtuuPSGB5qF+7M4u4n/zt5odR0SkXqnxqcIXXHABPXv2pFu3bnTo0AGLxaKLyHqozOWumo0c5LSbnEb21yzUj+fGd+Paj5fxv/lbGdg6guHt9aFBREQaF83GqTvPzkwir7icLs2DuaBvC7PjSF3JSwVXKYTGQcYm+OFO4/jg2yAgwtxsIiIi9YTGOWvG2pRc9uYW4++wMSBB1xkitc3PYeO+0R245fMVvPnbZs7tE0uzUD+zY4mI1As1WhifOHEiK1euZOXKlXz77be4XEabjhEjRtCtWze6d+9etXXp0gWnU7NRzFLZRh00Y7w+OrlzEy4f1JIPFyRz15SV/HTbUGKCfc2OJSIiUms0wGiOlTuzmbJ0FwCPju2Czap/Do1CcS68NQSKc+DCz+GX/0JpPsQPgaF3mZ1ORESkXtA4Z82ZUzFbfEibSHztGocUqQtndGvKR38lsyQ5i2dmJvHKBT3NjiQiUi/UaGH83nvvrdovKSlhzZo1VReQK1eu5OOPP+a1114DwGazUVZWVpNvL0chr9gojDt9rPjYan2peTkG943uwOJtmazbk8sdXyby8VX9NVgtIiJeS7NxzPHcz8ayLeN6Nqd3fJjJaaTOLHwTCowBaj4523gMiILx74GtxpuKiYiINEga56w5vyalAmqjLlKXLBYLj4zpzJjX/+DbxBQuGRBPn5bhZscSETFdrY16OJ1OevfuTe/evQ84vmPHjqoLSDFPQalRGA90auCrvvK123htQk/GvPYHC7bs4/VfN3PbyLZmxxIREalxmo1jjr+27OOPzRnYbRbuHNXO7DhSG8pLIXMLWH0gfQMsegs6joG/Xj/wPP8IGP8BBDUxJ6eIiEg9p3HOY5eWW8zKXTkADO+gwrhIXerSPITz+8TxxZKdPDpjHd/eNBirJl6JSCNX51VRq9WKj48PdrvWtTZTZSv1QF8Vxuuz1lGBPH5mF+76aiUvz9lI97gQTtR64yIi4mU0G6fueTwenv/FmC1+Qd8WxIX7m5xIatyupfDVFZCz48Djyb8bj816wpW/QHG2URi3qq2piIjI0dI457/7NcnoUtM9LpToIC0TKFLX7jq5Pd+v2sPq3TlMXb6L8/rEmR1JRMRUtVYVzcnJYc2aNaxevfqALTc3F4/Hg8ViOWAQVOpWfokxEyvAocJ4fXdO71iW7cjis0U7uO2LRGbcPIQWERq8FhER7/RPs3ESExNZtWqVScm8y7wN6SzbnoXTx8rNJ7UxO47UtLy98NGZxrrh9gCwWMFVClHtYe8q8A2Fcz8EHwcE6qZLERGRf6NxzmM3p6IwPkKzxUVMERXk5NYRbXjqxySenbmB0V2aEOSrm3lEpPGq0aro/fffX3VhuGvXLsCYjeJwOEhISCAnJ4frr7+e0aNH06VLl5p8azlK+cVqpd6QPDKmE+tSckncmc11nyzj6xsG4efQrB4REfE+aWlp7Nmzh8DAQOLi4nA4HAC0aNGCFi1aMHbsWJMTNnwej4dXf90EwGWDWhITrJk7XmfeRKMo3qwnXPot+IaA2wUeD6yZCs17Q1hLs1OKiIjUaxrnPH7FZS7+2JQBaH1xETNdPqgVny/eybaMAibN3cJ9ozuYHUlExDTWmnyxZ555hp9++omWLVvyf//3f3z11VesX7+egoICFixYAMAFF1zAmDFjaNWqVU2+tRwltVJvWJw+Nt68uBeRgQ7W78nl/q9X4fF4zI4lIiJSY1auXMnAgQNp2rQpvXr1ol27doSGhnLqqafyww8/mB3PqyzbnsWKHdk4bFauGZpgdhypaVnJsPwjY/+UiUZRHIxW6TYf6H4BRLY1LZ6IiEhDoXHO4/fXln0UlbloGuJLp6bBZscRabQcPlYeOr0jAO//sY3kjAKTE4mImKdGC+O33347DoeDZcuWUVpaysknn0z79u2x2WxYLJaafCs5TvkVhfEAzRhvMJqG+PH6hF7YrBamJ6YweUGy2ZFERERqxPbt2xk2bBibNm3i1ltv5ZVXXuH555/nyiuvZOvWrYwdO5Zx48ZRUKAP7zXhnd+3AnB2r+ZEBTlNTiM1bsWn4HFDq2EQP9DsNCIiIg2WxjmP35ykVABO6hCt35mIyU7qEM0J7aIodbl58sf1ZscRETFNjRbGX3zxRZKSkhg7dixPPfUUrVu35o033sDlctXk20gNqCyMBzrVjrshGZAQwf0VrW6e+GE9S5IzTU4kIiJy/J577jnCw8NZt24dL730EjfffDN33HEHr7/+Ohs3buTjjz9m7ty5XHTRRWZHbfC2ZRTwyzpjgPLqoZrZ5HXcblj5ubHf61Jzs4iIiDRwGuc8Ph6Ph1/XV6wvrjbqIqazWCz89/SO2KwWZq1LrVrmQESksanRwjhAfHw8n332GUuWLKFr167cfPPNdO7cma+//lp3BtYjla3UAxyaMd7QXDWkFWO6N6Pc7eHGT5ezN6fY7EgiIiLHZfbs2dx6661ERx96wGzChAl89913fP/998yePbuO03mX9/7YisdjzBZoEx1kdhypaVvnQs5OcIZAh9PNTiMiItLgaZzz2K3fk0dKTjG+diuDWkeaHUdEgLYxQVwyIB6Ax75fS7nLbXIiEZG6V+OF8Uq9evVi9uzZ/PDDDzidTq666ioAkpOTa+st5Sjka43xBstisfDMOV1pHxNEel4J13y0lMLScrNjiYiIHLOdO3fSvXv3fzznhBNO4LzzzuOjjz46pveYO3cu48eP5/rrr+f222+nrKzsH89fu3Yt48aNY/LkyYd8/rXXXuOiiy7i4osv5p133jmmTHUtt7iMqct2AWhtcW+16G3jsfv5YPczN4uIiIgX0Tjn0Zuz3uhSNKRNFL52dawUqS/uGNmOMH87G1Pz+WzxDrPjiIjUuVorjFcaPXo0iYmJvP/++8TGxnLFFVdw4YUXsmvXrtp+a/kH1a3UVRhviPwdPrxzaR/C/O2s3p3DnV+uxO32mB1LRETkmBQVFREQEPCv540ZM4ZFixYd9euvXr2aCRMm8NZbb/HWW2/h8Xi46667Dnv+ypUr+eCDD5g+fToez8H/f3333Xf54osv+PTTT/noo4948803mTZt2lHnqmvfJaZQXOambXQgAxLCzY4jNW3fFtj0s7Hf7zpzs4iIiHgpjXMeudlJaqMuUh+F+Nu58+T2ALw4ayPZhaUmJxIRqVu1XhgHY4br5ZdfzsaNG3nqqaf4+eef6dChQ128tRxGVSt1FcYbrBYR/vzv0j44bFZmrt3L879sMDuSiIjIMTuSVpSxsbHs3bv3qF/7gQceYMSIEURGGi0cL7nkEiZNmsTWrVsPeX737t154oknDvlcUVERDzzwAFdccQUAVquVCRMmcM899xyyiF6ffLlkJwDn941T609vNP8547HtyRDZxtwsIiIiXkzjnP8uPa+ElTuzAWMJHxGpXy7sG0f7mCCyC8t4efYms+OIiNSpoyqMZ2RkMGfOHLKyso7pzZxOJ/feey+bN2/muus0i8FMmjHuHfq2DOfpc7oC8Ma8LXy1dKfJiURERI7Nueeey7hx43jkkUeYNm0amzdvPugch8NBfn7+Ub1uXl4eM2fOpFevXlXHunbtisVi+cdZ3r6+voc8/ttvv5Genn7A6/Xo0YNt27axdOnSo8pWl9bszmH17hzsNgtn94o1O47UtN3LYeXnxv6J95mbRUREpIHQOGftmVsxW7xr8xBigg99XS0i5vGxWXl4TCcAPl64nY2peSYnEhGpO0dVFZ0yZQq33HILJ510ErNmzTrkOW63m8TERHbt2kXz5s3p3bv3QeeEh4fzwgsvHFtiqREFJS5AhXFvcHavWLamF/D63M088M1qWoT70z8hwuxYIiIiR2zixImsXLmSlStX8v333+NyubBYLPj7+9O5c2e6detGt27djum1ly9fTnl5ORER1f9vdDqdBAcHk5iYeNSvV9nKff/Xi442ZsEkJibSt2/fY8pZ26ZU3Dx3cucmhAc4TE4jNcrjgV8eMva7nQ/ND/78JSIiIgfTOGftmZNkrC+uNuoi9dfgNpGc0jmGn9em8vj36/joyn7qLCYijcJRVUV/+eUXAG6++eZDPr9x40bGjx/P2rVrq47Fx8czadIkRo8efRwxpablq5W6V7lzVDu2ZRTww+o9XPfJMqbfOJiWkf++VquIiEh9cO+991btl5SUsGbNmqpC+cqVK5k6dSrvvvsucGQt1/eXlmbMVgkPP3BN7cDAQDIyMo4666FeLzAwEOCwr1dSUkJJSUnV17m5uUf9vsejuMzF9BW7Abigb1ydvrfUgaTvYfuf4OMLIx42O42IiEiDoXHO2lFc5uL3TcZ18ciOMSanEZF/8uBpnZiblM7vmzKYvT6NUZ3036yIeL+jaqWelJSE3W7n1FNPPeTzF110EWvWrMHj8VRtycnJjB07lm+++aZGAkvNUCt172K1WnjhvO50jwslu7CMKycvIaug1OxYIiIiR83pdNK7d2+uvPJKXnnlFebNm0dmZibJyclMnz6dRx999Jhe18/P74CvXS4Xdrv9mHPu/3oul9GJ53CvN3HiREJCQqq2uLi6LU7PXp9KbnE5zUP9GNw6sk7fW2pZVjJ8f4exP/BmCFGbfBERkSOlcc7asXDrPgpLXcQEO+ncLNjsOCLyD1pE+HPV0FYAPPnDOkrKXSYnEhGpfUdVGE9NTaVdu3Y4nc6Dnvv9999ZtmwZFouFm2++mc2bN7Nu3TpuuukmXC4XV199Nfv27aux4HJ8ClQY9zq+dhvvXNqbZiG+bE0v4MrJSygsLTc7loiIyHGv3wjQokULxo4dy0MPPXRU39esWTMAcnJyDjien59PVFTUUec41OtVrnt+uNe7//77ycnJqdp27tx51O97PH5cvQeAMd2bYbWqNZ7X8HhgyqVQkA5NusLQO81OJCIi0qBonLN2/FqxvvhJHWLUllmkAbhpeBuigpwk7yvkwz+TzY4jIlLrjqowXlRUdMiLRYCvv/4agDZt2vDqq6+SkJBAhw4deO2117j88svJzs7mvffeO/7Ectxcbg+FpcbdXwFOm8lppCZFB/ky+cp+hPjZWbEjm5s/W0GZy212LBERaeSmTJnCySefzHnnnXfYc9xuN8uXL+e7775j2bJlNfbeHTt2xG63V7VAB+OaNjc3l379+h3163Xv3h3ggNfbu3cvwGFfr3JN8/23ulJYWl41OHl616Z19r5SB3b8BXtWgj0AJkwBh5bRERERORoa56x5Ho+HOeuNa88RHbS+uEhDEOj04d5TOwDw2q+bScsrNjmRiEjtOqrCeFRUFDt27Djkc/PmzcNisTB+/PiDnnv4YWOtux9//PEYIkpNK9hvFrHWGPc+bWOCeP/yvvjarfyalMZ901bj8XjMjiUiIo3Ykazf2KNHD/r27cu4cePo168fCQkJ/PTTT8f93uHh4YwePZpFixZVHVu9ejUOh4MxY8Yc9eudcsopREZGHvR6nTp1omPHjsedt6bNTUqnuMxNXLgfXZqrlWWDVpIPq6cajwDLPjQeu5wNwc1MiyUiItJQaZyz5m1IzWN3dhFOHyuD22gJH5GG4uyezekeG0J+STnP/7zB7DgiIrXqqArjvXv3JiMjg8TExAOOp6amsmrVKgBGjRp10Pe1bNmSJk2asG7dumNPKjWmso263WbB6XNU/wpIA9E7PoxJE3phs1qYtnwXz8zUBY2IiJjH7PUbH3roIWbPnk1RUREAkydP5rbbbiM2Npb58+fTp08fsrOzD/iesrIyAMrLD1yWxG63c//991fNIiovL+fzzz/nmWeeOe6cteGH1SkAnNa1qVpZNkQeD7jKoDATJo+BaVfBT/+B3D2w7lvjnN6XmxpRRESkodI4Z82rnC0+pE0kfg51qRRpKKxWCw+P6QzAV8t2sXpXzr98h4hIw3VUVdEJEybg8Xi49957cbur2zN/8skneDweAgMDGTx48CG/NzY29qC1HcUclYXxAKePBki92IiOMUw8uysAb/22hXd/32pyIhERaazMXr+xb9++vPbaa1x11VXccssthIWF8fTTTwPGWuHJycnk5uZWnb9582Yee+wxwLjOnT179gGvd+edd9KrVy+uv/56rr76au69917OOOOM48pYG9RGvYFbNhleaA9PNYdXekDKcuN44qdGkby8GGL7QfPepsYUERFpqDTOWfNmr08F4KSOaqMu0tD0jg/jrB7N8Hjg0Rlr1YFURLzWUfXRHj9+PAMHDmT27Nn06dOH8847j9zcXF5//XUsFgtnnnkmdrv9kN+bn59PSEhIjYSW45NXXFEYd6iNurc7r08cGfklPDtzA0/8sJ7IQCdn9WxudiwREWlkjmb9xkqvvfYaBQUFTJ48mffee4///Oc/x5Vh3LhxjBs37qDjY8aMISMj44Bjbdq04fHHH+fxxx8/7Ov93//933HlqQuVbdRjw/zo2lzX4Q3K6qkw49bqr10lENkeSgsgdxfs22QcP+Up0I2uIiIix0TjnDUrI7+ExJ3ZAIzoEGNuGBE5JveO7sDPa1NZuj2LGav2MLa7lmwSEe9zVJVRq9XKtGnTGDFiBImJiaxcuRIAj8eDw+E47IBlUVERmzdvpkOHDsefWI5bQYkLgCBfFcYbgxuGtSY9r4QP/kzmrq9W4mu3cWqXJmbHEhGRRuR41m+cPHkyP/7443EXxhujWev2Amqj3uBkJcP3dxj7A26EbudBcS60HAJp6+HT8cZs8Z6XQFxfU6OKiIg0ZBrnrFlzk9LweKBzs2CahPiaHUdEjkHTED9uPLE1L8zayMQf1zOqY4yWRRARr3PUC0w3adKE5cuX8+yzzzJ48GASEhIYMWIEP//8M126dDnk9/zwww+UlZXRunXr4w4sxy9/v1bq4v0sFgv/Pb0TZ/dqjsvt4ZbPl/NrUqrZsUREpBHR+o11z+32MH+TMRP+pA5qZdlguMpg2tVQkgtx/WHU49CsJyQMA6sNmnSBu5Lg3mQ4+fAdDUREROTIaJyz5lQu4TOio2aLizRk15yQQPNQP/bkFPP2/C1mxxERqXFHXRgHcDqd3H333cyfP59NmzYxa9Yshg0bdtjzX3jhBSwWCyeeeOKx5pQapMJ442O1Wnj2nG6c0a0pZS4P13+ynPkb082OJSIijYTWb6x7a1NyySwoJcBho1eLMLPjyJH642XYtQScIXDOu2DT9bqIiEht0zjn8Sspd1WNM43U+uIiDZqv3cYDp3UE4K3ftrA7u8jkRCIiNavWR1oyMjLo1asXFouFs88+u7bfTo5AQUVhPNCpNiiNiY/Nykvn96DM5ebntalc+/FSPri8HwNbR5gdTUREvJzWb6x78zcZA5OD2kTi8Dmme2GlrmVshvnPGfunPw+hLczNIyIiIgfROOehLdqaSUGpi6ggJ12a6dpdpKE7rWsT+rUKZ/G2TJ7+KYnXLuxpdiQRkRpT64XxyMhIJk2aVNtvI0chv6owrhkojY3dZuW1C3tx/SfL+DUpjasmL+GjK/vRp2W42dFERMSLaf3GuvfbBqMwfkK7KJOTyBHxeOD728FVAq1Pgq7nmp1IREREDkHjnIdW1Ua9QzRWq8XkNCJyvCwWC4+M6cQZr/3BjJUpXDownr4aPxYRL6HpI41QgVqpN2oOHytvXNSLoW0jKSx1cfkHS0jcmW12LBER8XJav7Hu5BWXsXxHFgDD2qow3iAkfgbJv4OPH5z+Ilg0oCwiIiINg8fjYfb6VABO6qA26iLeonOzEC7oa3SxenTGWlxuj8mJRERqhtcWxjMzM4mOjmbevHlmR6l3NGNcfO02/ndJHwYkhJNfUs7F7y5iSXKm2bFERMTLaf3GurFgyz7K3R5aRQbQIsLf7DjyT1zlkLsHfnnQ+PrEeyG8lbmZREREpN6pz+OcG1Pz2ZVVhMPHypC2kWbHEZEadPfJ7Qjy9WHN7ly+WrrT7DgiIjXCawvj//nPf0hPTzc7Rr2kwrgA+DlsvHdZXwYmRJBfUs6l7y3mz80ZZscSEREBqtdv7N+/v9ZvPEq/baxoo66ByfqrtBC+ugImxsKLHaAoC2K6wMCbzU4mIiIi9VB9Hueck2TMFh/cOgJ/h8YaRbxJRKCT20e2A+CZmUlkF5aanEhE5Ph5ZWH8999/x+12mx2j3lIrdakU4PThgyv6MqxdFEVlLq74cAlzK9aFEhERMVPl+o0LFiwgNjbW7DgNyh+bjBvdtL54Pfbz/bD2aygvMr62OWDMK2Czm5tLRERE6p36Ps45Z70xjnRSxxiTk4hIbbh0YDztYgLJKizjxVkbzY4jInLcvK4wXlpayksvvcR9991ndpR6SzPGZX++dhv/u7Q3ozrFUFru5tqPlzJzzR6zY4mIiMgxSMstZkdmIVYL9GsVbnYcOZStv8GyDwELXPA53LEWbk2E2D4mBxMREZH6pr6Pc2YWlLJ8RxYAI7S+uIhXstus/N/YzgB8snA761JyTU4kInJ8vK4w/uyzz3L77bfjcDjMjlJv5Ze4ABXGpZrTx8YbF/XijG5NKXN5uOmzFXybuNvsWCIiInKUlm43BibbNwkmyFezj+ulP182HvtcCR1Og5BYCGluaiQRERGpn+r7OOfcpDQ8HujYNJhmoX5mxxGRWjKodSSnd2uK2wOPfLcGj8djdiQRkWPmVYXxTZs2sXfvXk444YQjOr+kpITc3NwDtsZArdTlUOw2K69c0JPxvWNxuT3c/mUiHy/cbnYsEREROQpLk43CeJ/4MJOTyCHtXQNbfgWLFQbfanYaERERqccawjhn5friIztqtriIt3vwtI742W0sSc7i28QUs+OIiBwzryqMP/LIIzz++ONHfP7EiRMJCQmp2uLi4moxXf1RoFbqchg2q4Vnz+nGxQNa4PHAf6ev4cVfNuguQBERkQZi2fZMAPq0VGG8XvprkvHY6UwIa2lqFBEREanf6vs4Z2m5m/kbMwAYofXFRbxes1A/bj6pDQBP/bi+arlWEZGGxmsK45MnT2b06NEEBQVRXl6Oy2W0C3e5XFX7f3f//feTk5NTte3cubMuI5smv7hyxrjN5CRSH1mtFh4/swu3j2wLwKu/bua+aaspd7lNTiYiIiL/pKjUxdqK9d56a8Z4/ZObAqu/MvYH3WJuFhEREanXGsI45+JtmeSXlBMZ6KRb85BafS8RqR+uHtqKlhH+pOWV8NqcTWbHERE5Jl5TGP/www+59NJLsdvt2O122rQx7l4aOXIkI0aMOOT3OJ1OgoODD9i8ncfjoaC0Ysa4r2aMy6FZLBZuH9mOJ8d1wWqBL5fu5LqPl1FUeugPXyIiImK+xJ3ZlLs9NAn2pbnWeKx7ZcXw+wvw9gmw/vsDn/N4YPb/gbsMWgyC5r1NiSgiIiINQ0MY56xso35ShyisVkutvpeI1A9OHxuPjOkMwHt/bGNzWr7JiUREjp7XVEbfeust8vLyqr7es2cPY8eO5a233uLEE080L1g9U1Tmwl3RFVut1OXfXNQ/nshAJ7d+voI5SWlc9O5C3rusL2EBDrOjiYiIyN9UtlHv3TIMi0WDk3Xul4dgyTvG/tQr4YqfILY3uMrgp3th1ZfG2uLD7zc3p4iIiNR79X2c0+PxMGd9GgAndVAbdZHGZHiHaEZ0iGZOUhqPzljLR1f20+dPEWlQvKYy2r59+wO+Tk5Orjr+9+cas8o26lYL+NnVSl3+3Smdm/DJ1f256sMlLN+Rzfi3FvDB5f1oEeFvdjQRERHZz9LtWQD0URv1uldeAqumVH/tKoGvr4aLp8E318PORcbxMa9CqxPMySgiIiINRn0f59ycls+OzEIcNitD20aaHUdE6tjDYzrx+6YMft+Uwc9rUzm1SxOzI4mIHDGvaaUuRya/pHJ9cR/dySVHrG/LcKbeMIimIb5sSS/gzEl/sHhbptmxREREpILb7WF5VWE83OQ0jdDWeVCSA4FN4N5kCGoKmVvh1Z5GUdwZAhd8Br0uMTupiIiIyHGbk2TMFh/YOoIAdaQUaXTiIwK4blgCAI9/v07Lb4pIg+K1hfGWLVvi8XjqRXuh+qSgxPiflNqoy9FqFxPE9JsG07V5CFmFZVz07kKmLttldiwREREBtqTnk1tcjp/dRoemQWbHaXzWfmM8djoT/MJg9DPVzzXtAdfOhQ6nmxJNREREGr76Ns45Z72xvviIjtEmJxERs9x4YhuahfiyO7uIN3/bYnYcEZEj5rWFcTm0/WeMixytmGBfplw3kNO6NqHM5eHur1byzMwk3JUL14uIiIgpVu3KAaBL82DsNl3i1ym3Czb+bOx3OrP68eJpcPmPcO08iGhtWjwRERGRmpRVUMqyik5FJ3VQYVyksfJz2HjojE4AvPXbFnbsKzQ5kYjIkdGoWSOjwrgcLz+Hjdcv7MXNw9sA8Oa8Ldz46XIKS8tNTiYiItJ4rd5dWRgPMTlJI5SSCEWZRrv0uP7Vx9uMhJaDQcsXiYiIiBeZtzENtwc6NAkiNszf7DgiYqLRXZowuE0EpeVuHv9hndlxRESOiArjjUxBRWE8SIVxOQ5Wq4W7T2nPS+d3x2GzMnPtXsa/+Rc7M3VnoIiIiBnWplQUxpupMF7nNs82HhOGgU3X2CIiIuLdZq831hdXG3URsVgs/N+YzvhYLcxal8rcDWlmRxIR+VcqjDcy1TPGbSYnEW8wrmcsn13Tn4gAB+v25DLm9T+YvzHd7FgiIiKNisvtYW1KLgBdY1UYrzMeDyx8C+Y9ZXzdZqS5eURERERqWZnLzfwNxrjPiI4xJqcRkfqgbUwQlw9qCcAj366luMxlbiARkX+hwngjo1bqUtP6tAxnxi1D6B4XSnZhGZd9sJhJczdr3XEREZE6si2jgMJSF752K62jAs2O03gseRdm3mvs2xzQdpS5eURERERq2ZJtmeSVlBMR4KB7bKjZcUSknrh9VDtigp3syCzkzXlbzI4jIvKPVBhvZNRKXWpDs1A/plw3gAv7xeHxwHM/b+D6T5aRV1xmdjQRERGvV9lGvWPTYGxWrWddI4qyYdbDkPTjoZ9fPRV+ftDYH3ATXDsPgpvVVToRERERU8xJMtokD+8QretOEakS6PTh4TM6A/Dmb1vYllFgciIRkcNTYbyR2Z1VBECwn93kJOJtnD42Jp7djafP7orDZuWXdamc+fqfbEzNMzuaiIiIV0vaa/y/tmPTYJOTeImibPj4LPjzFfjiQvjmetj2e/Xz62fAtKvAVQIdzoBTnoSYzmalFREREakT5S43P67eA8CIDlpfXEQOdFrXJgxtG0lpuZtHvluLx6NuoiJSP6kw3ogUlbr4ZV0qACe0izI5jXirC/q1YMr1A2ka4svWjALGvv4HU5bs1MWQiIhILdlQWRhvEmRyEi/g8cC3N0HKCrD7G8dWfg6Tx8Celcbzvz1rHO91GZw7GSyaLSUiIiLeb9a6VPbkFBMR4GC4CuMi8jcWi4XHz+yCw8fK/I3p/LRmr9mRREQOSYXxRuSXdXvJLyknLtyPPvFhZscRL9YjLpQZtwxhaNtIisvc/GfaKm7/MrFqjXsRERGpOUl7cgFo30Qzxo9b4qeQ9D1Y7XDFj3DxNIgfDHhg7kTY9hvsXQU+fjDiEbBpeSIRERFpHD5YkAzAhP4t8LXbzA0jIvVSy8gAbhjWGoDHZqzTWLCI1EsqjDci36zYDcC4Hs2xaGaL1LLIQCeTr+jHf05tj81q4dvEFM549XfW7M4xO5qIiIjXyCkqIyWnGID2MZoxflzcbvj9RWN/+APQrCe0GQljXgGLFTb+BN/dajzf82IIiDAvq4iIiEgdWpeSy+JtmfhYLVzUP97sOCJSj91wYmviI/zZm1vMK7M3mh1HROQgKow3Eml5xfy+KQOAcb1iTU4jjYXVauHGE9sw5boBNA/1I3lfIWe/sYAP/tym1uoiIiI1YGOq0Ua9WYgvIf52k9M0cFt+hcwt4AyBftdWH49sC72vMPaztxuzxYfeZU5GERERERNMrpgtfmqXJjQJ8TU3jIjUa752G/83tjMA7/+ZzPqKDmciIvWFCuONxHeJKbjcHnq2CKVVZIDZcaSR6R0fzg+3DmFUpxhKXW4enbGOKz5cQlpusdnRREREGrSkivXF22t98ePjKoN5E439nheBM/DA50c9BuEJxv7AmyC4ad3mExERETFJZkEp0xONLpRXDG5pbhgRaRCGt49mdJcmuNweHpq+BrdbE6REpP5QYbyRqGyjfnbP5iYnkcYq1N/B/y7pzf+N6YTDx8q8Demc8vJ8flq9x+xoIiIiDdbmihnj7dRG/fjMeRR2LzVmiw+48eDnnYFwyXQ4/QUYdm+dxxMRERExyxdLdlBS7qZL82B6tQgzO46INBD/PaMT/g4by7ZnMXX5LrPjiIhUUWG8EdiwN4+1KbnYbRbO6NbM7DjSiFksFi4f3IrvbxlC52bBZBWWccOny7nzy0Ryi8vMjiciItLgbEkvAKB1dOC/nCmHlfQDLHjN2D9rEoTGHfq8sHjoezX4OOoum4iIiIiJyl1uPv5rOwCXD2qFxWIxOZGINBTNQv24fWRbACb+uJ6sglKTE4mIGFQYbwS+XmHckTW8fTRhARrIE/O1iwnimxsHc9Pw1lgt8PWK3Yx++XcWbMkwO5qIiEiDsiU9H4DWUSqMH5PCTJheMUN8wI3QcYy5eURERETqkV/WpbInp5iIAAdndNNSMiJydK4Y3Ir2MUFkFZbx7M8bzI4jIgKoMO71XG4P365IAeDsXmqjLvWHw8fKPad04KvrB9Ii3J/d2UVMeGcRD01fTX5JudnxRERE6r38knL25BQD0DoqwOQ0DdS8p6E4G2K6wMhHzU4jIiIiUq98uCAZgAn9W+Brt5kbRkQaHLvNyhPjugDw+eIdLNueZXIiEREVxr3ewq372JtbTIifneEdos2OI3KQ3vHh/HTbUC7s1wKATxbu4OQXf2PehjSTk4mIiNRvWytmi0cGOgj1V1ego5a9A5a+Z+yf8qRapIuIiIjsZ21KDou3ZeJjtXBR/3iz44hIA9W3ZTjn9o4F4IGvV1Na7jY5kYg0diqMe7lpy4026md0a4rTR3d2Sv0U4PRh4tld+ezq/sSF+5GSU8zlHyzhrikryS7U+jMiIiKHUtlGPUFt1I/Nik/AXQ6tToCEE81OIyIiIlKvTK6YLX5qlyY0CfE1N4yINGgPnNaR8AAHG1LzeOf3rWbHEZFGToVxL1ZYWs7MNXsBtVGXhmFQm0h+vv0ErhzcCovFuLFj5Ivz+XH1Hjwej9nxRERE6pUtaQUAtIlWYfyouV1GYRyg12XmZhERERGpZzILSpmeaCzNeMXgluaGEZEGLyzAwX/P6AjAK3M2kZxRYHIiEWnMVBj3Yj+v3UthqYv4CH96tQgzO47IEfF3+PDwmE5MvX4QbaIDycgv4cZPl3PFh0vYsa/Q7HgiIiL1xraKwYSESK0vftSSfoDc3eAbCh3OMDuNiIiISL3yxZIdlJa76dI8WGOKIlIjzurRnKFtIyktd/Pg9NWaBCUiplFh3It9vXw3YPxPx2KxmJxG5Oj0jg/jh1uHcOuItjhsVuZtSGfUS7/x2pxNlJS7zI4nIiJiuuR9RmG8ZYQK44eUuQ1e7wfPJsDksUYx3O2C0kL4+UHjnL5XgV2tQUVEREQqlbvcfPzXdgAuH9RKY4oiUiMsFgtPnNUFp4+VPzfvq6pdiIjUNRXGvVRqbjF/bs4A1EZdGi6nj407R7Vj5u1DGdwmgpJyNy/M2sjoV36v+vdbRESkMfJ4PFWdVOIj/E1OUw+V5MHnF0LGBijcB9t+gy8mwGu94eNxkLMDgmNh6F1mJxURERGpV35Zl8qenGIiAhyc0a2p2XFExIvERwRw28i2ADzxwzoyC0pNTiQijZEK417qs0U7cHugT3wY8ZpFJA1cQlQgn1zVn1cu6EFUkJOt6QVc9O4ibvpsObuy1F5dREQan8yCUvJKygGIC1dh/CC/PQvp6yEgCiZMgcG3g28IZG2DnQvB7g9nvg4OXSeLiIiI7O/zxTsAuKBfHL52m8lpRMTbXDM0gQ5NgsgqLOPJH9abHUdEGiEVxr1QcZmLTxZWtDwa3NLcMCI1xGKxcGaP5sy5axiXDYzHaoEfVu1hxAu/8eKsjRSWlpsdUUREpM5szzRuDGsa4qsBy7/L3gmL3jb2z5wE7U6BUY/CnevhtOeh63lw1SxoPdzcnCIiIiL1zJ6cIv6o6NB3Xp84k9OIiDey26w8dXZXLBaYtnyXuoKKSJ1TYdwLTV+xm30FpTQP9ePUzk3MjiNSo4J97Tx6Zhe+v2UoAxLCKSl38+qcTYx44Te+TdyNx+MxO6KIiEitq2yj3kKzxat5PFCUDV9dDq4SaDkU2p5c/bwjAPpdA+e8A026mJVSREREpN76ZsVuPB7o1zJcHShFpNb0ahHGxf3jAXjwm9UUl7lMTiQijYkK417G4/Hw7h/bALhicEt8bPpHLN6pU7NgPr9mAG9e1IvYMD/25BRz2xeJjH/rL5bvyDI7noiISK1K3lcAQEsNWIKrDCaPgccj4dlWsHsp+IXB6S+CxWJ2OhEREZEGwePxMG3ZLgDO6d3c5DQi4u3uObU9McFOkvcV8tqvm8yOIyKNiKqmXmbexnQ2p+UT6PThvL5qeSTezWKxMLprU2bfOYy7T26Hn93Gsu1ZnP3GAm74ZBlb0/PNjigiIlIrqmaMR2jGOH++Atvmg7scPG6IaAMXTYWodmYnExEREWkwVu7KYUt6Ab52K6d1bWp2HBHxcsG+dh4d2xmAt3/bytqUHJMTiUhjocK4l3nvd2O2+AV94wj2tZucRqRu+Npt3HxSW+befSLn9YnFaoGf1uxl1EvzeWj6atLzSsyOKCIiUqMq1xiPb+yF8V3L4Ldnjf2Rj8JdG+GWZRDbx9xcIiIiIg1M5WzxUzo3IUhjiiJSB07t0pTRXZpQ7vbwn6mrKHO5zY4kIo2ACuNeZP2eXP7YnIHVApcPbml2HJE61yTEl2fHd+en207gpA7RuNwePlm4g2HPzeWlWRvJKy4zO6KIiEiN2J1VBEBsWCMujK+eCl9caKwn3v50GHwbBMWYnUpERESkwSkpd/HdyhQAxveONTmNiDQmj57ZmVB/O2tTcvnf/K1mxxGRRkCFcS/yXsXa4qO7Nm3cg6TS6LVvEsT7l/fli2sH0D02hMJSF6/M2cTQZ+fy5rwtFJaWmx1RRETkmJWWu0nNKwageaifyWlMsnoqTLsK8lMhujOc/bbWExcRERE5RnPWp5FTVEaTYF8GtY40O46INCLRQb48MqYTAK/M3sSm1DyTE4mIt1Nh3Euk5RbzbeJuAK4e0srkNCL1w4CECKbfNJjXJ/QkISqA7MIynpmZxAnPzuW9P7ZRXOYyO6KIiMhR25NThMcDTh8rkYEOs+OYY/VU47HbBXDlTHAGmZtHREREpAGrbKM+rldzbFbdbCgideusHs05qUM0pS4390xdhcvtMTuSiHgxFca9xEd/bafM5aFPfBg9W4SZHUek3rBYLJzRrRm/3H4CL5zbnRbh/mTkl/L49+sY9txcPvorWQVyERFpUCrbqDcP88PSGGdJlxXB1nnG/qCbwTfY1DgiIiIiDVl6XgnzNqYDcE4vtVEXkbpnsVh4clwXgpw+JO7M5oM/t5kdSUS8mArjXqCo1MUni7YDcPVQzRYXORQfm5Vzescy565hPH12V5qF+JKaW8LD365l6LNzeff3rWqxLiIiDcKu7IrCeGNto578B5QXQXBziOlidhoRERGRBu3bxN243B56xIXSJjrQ7Dgi0kg1DfHjwdM7AvDczxvYllFgciIR8VYqjHuBact3kV1YRly4H6M6NTE7jki9ZrdZuaBfC+becyKPn9mZ5qF+pOeV8MQP6xn89K9MmruZ3OIys2OKiEgNmzt3LuPHj+f666/n9ttvp6zs8H/rs7Ozufjii7nllls499xzSUpKOuiclStXYrFYqrZTTz21NuMfoHLGeGxYIyyMZ26Dn+419tuO0rriIiIiIsdp2nJjacZzemu2uIiY6/y+cQxuE0FJuZt7p63CrZbqIlILfMwOIMfH5fbw/h9Ga5ErB7fSOkAiR8jpY+OSgS05v28Lpq/YzRvzNpO8r5Dnft7AW79t4ZIB8Vw+uCXRQb5mRxURkeO0evVqJkyYwOrVq4mMjOS2227jrrvu4tVXXz3oXI/Hw9ixY7n44ou59tprWb58OaNGjWLt2rUEB1e37J40aRLPPfdc1dejRo2qk58FYHdjnjH+w12QuQVC4mDIHWanEREREWnQ1qXksn5PLg6blTHdmpodR0QaOYvFwtNnd+OUl+ezeFsmny7aziUDW5odS0S8jGaMN3A/rN7D1owCgn19OK9PnNlxRBoch4+V8/rGMfvOYbxyQQ/aRgeSV1zOG/O2MOTpudw3bRWb0/LNjikiIsfhgQceYMSIEURGRgJwySWXMGnSJLZu3XrQuV9//TULFy7kkksuAaBXr16EhITw0ksvVZ2zfft2QkJCuPvuu6u27t27180Pw4FrjDcqxTmw7Tdj/6KpENbS1DgiIiIiDd1Pa/YAcFKHaEL9HSanERGBuHB/7j21AwATf0piZ2ahyYlExNuoMN6AudweXpm9EYBrhiYQ4FQDAJFj5WOzcmaP5vx8+wm8fUlveseHUepy88WSnYx88TeunryUJcmZeDxq4SMi0pDk5eUxc+ZMevXqVXWsa9euWCwWpk2bdtD5X331FR06dMDPr7ro3KNHD6ZMmVL19QsvvMBHH33EZZddxsqVK2v3BziE6hnj/nX+3nVm82x4vh2s+HS/Y3PAXQ4RbSG6g3nZRERERLzErHWpAJzSJcbkJCIi1S4ZEE/flmEUlrp44JvVGo8VkRqlwngDNmNlClvSCwj1t3P54JZmxxHxClarhVM6N2HaDYOYev1ARnUyPhzOXp/KuW/9xZmT/uSbFbsoLXebnFRERI7E8uXLKS8vJyIiouqY0+kkODiYxMTEg85ftGjRAecCREdHk5SURHFxMR6Ph8LCQlq1asWnn35Knz59eOedd2r7x6ji8XjYm1MMQNMQL13uozATPjkH8lPh2xth6fvw65Mw7Srj+fZ1t567iIiIiLfalVVI0t48rBY4sV202XFERKpYrRaeOacbTh8rv2/K4IslO82OJCJeRIXxBqrc5eaVOZsAY7Z4kK/d5EQi3qdPy3DeubQPs+8cxgV943D4WFm1K4c7vlzJ4Gd+5ZXZm0jPKzE7poiI/IO0tDQAwsPDDzgeGBhIRkbGIc8/1Llut5usrCwsFgvvvvsuCxcuJCkpif79+3PDDTewdOnSw2YoKSkhNzf3gO1YZRaUUuoybs6KCfbCwnhRNnx+4YHHvr8D5j8Lnoqb0jqcUeexRERERLzNnPXGdXKfluGEBaiNuojULwlRgdx9cnsAnvh+HTv2qaW6iNQMFcYbqG8TU9iWUUCYv53LBrU0O46IV2sTHcjT53Tjr/tO4u6T2xET7CQ9r4SXZm9k8NO/cueURJbvyFJbHxGRemz/1ugALpcLu/3QNxYe6lzgoPPbtGnDTz/9RMuWLfnf//532PeeOHEiISEhVVtcXNyx/AgA7M01ZotHBDhw+Hjhpfw318HOheAMgW7nVx/veTH0vwHG/Q9aDDAvn4iIiIiXmL3eaKM+qqPaqItI/XTlkFb0axVOQamLu75KxOXW2KuIHD8tSt0AlbvcvPqrMVv8umGtCdTa4iJ1IiLQyc0nteW6Ya35cfUePvgzmcSd2Xy9fDdfL99N52bBXDwgnjN7NMPfof8uRUTqg2bNmgGQk5NzwPH8/HyioqIOef6hzrXZbAfNJAcICgri1ltv5fvvvz9shvvvv58777yz6uvc3NxjLo6nVhTGvXK2eNp62DgTLFa47DuI7gjhCdDqBIgfZHY6EREREa+RV1zGwq37ABjRUW3URaR+slktvHBud059eT5LkrN49/etXDestdmxRKSB88JpJt7v6xW72b6vkIgAB5cOjDc7jkijY7dZObNHc6bfNJhvbhzE2b2a4/CxsjYll/u/Xk3/J+fw8LdrSNp77K1yRUSkZnTs2BG73V7VUh2gqKiI3Nxc+vXrd9D53bt3P+BcgL1799K7d2+s1kNfOrdp04bY2NjDZqhc03z/7VjtzTGW8GjijeuLL3zTeGx/GjTrAT5OOPE+FcVFREREatj8jRmUuTwkRAWQEBVodhwRkcOKC/fn4TGdAHjhl42s36PxVhE5PiqMNzBlLjevVc0WT9CsVBGT9WwRxovn9WDR/SN48LSOtIzwJ6+knI/+2s6pL//OmNf+4KO/kskuLDU7qohIoxQeHs7o0aNZtGhR1bHVq1fjcDgYM2bMQedfdNFFrFy5kuLi4gPOHz9+/GHfY8WKFVxxxRU1G/ww9nrrjPGCfbDqS2N/4E3mZhERERHxcpVt1EeqjbqINADn9YljZMdoSl1u7vgykZJyl9mRRKQB86rC+N69exk/fjwhISG0adOGN9980+xINW7asl3szCwiMtDJJQNamh1HRCqEBTi45oQEfr3rRD6+qh+ndm6C3WZh9e4cHv52Lf2enMNNny1n3oY0rYcjIlLHHnroIWbPnk1RUREAkydP5rbbbiM2Npb58+fTp08fsrOzARgzZgydO3fmxx9/BGDJkiUUFxdz4403ArBw4UIuvPBCNm/eDMCcOXMoLy9n6NChdfKzpFUUxpt4W2F82QdQXgxNu0OLgWanERERETFdbY1zlrvc/JpkdEhSYVxEGgKLxcLEs7sRHuAgaW8er8zeZHYkEWnAvGq68VVXXUW/fv0YN24cH3zwATfeeCOBgYFccsklZkerEaXlbl771RiEvX5YAn4Om8mJROTvrFYLQ9tGMbRtFJkFpUxfsZuvlu1i/Z5cfli1hx9W7aFJsC9n92rO+N6xalkmIlIH+vbty2uvvcZVV11FREQEYWFhPPbYY4Cx9nhycjK5ubmEhobi4+PDjBkzuPPOO1m4cCF79uxhzpw5BAQEABAaGkpiYiLdunWjf//+XHbZZTzyyCN19rNUzhhvEuKss/esdeWlsPgdY3/ATWCxmJtHREREpB6orXHOpduzyCkqI8zfTq8WoTUTVkSklkUFOXlqXBeu/2Q5b/22hREdo+kdH252LBFpgCwej8crpi6uWbOGpKSkqjaX5eXldOnShejoaObPn39Er5Gbm0tISAg5OTnHtfZjbfl00XYe/GYNUUFOfv/PcHztKoyLNBRrducwddkupifuJruwrOp4n/gwzu0Ty+ndmhHo9Kp7lUSknqvv1z3e7Hh+96e+PJ+kvXl8eEVfTmwfXUsJ69iqKfD1NRDYBG5fDT4OsxOJiIhIDdE157GpzXHOJ39Yxzu/b+Psns158fwetRFfRKTW3Dklka+X7yY+wp8fbx1KgMZTRYSju+b0mlbqkZGRB6z96OPjw+jRo8nMzDQxVc3JLymvahFy44mtVRQXaWC6NA/h/8Z2ZtEDI5g0oRcnto/CajHu1L532mr6PjGbmz5bzsw1eygu0zo5IiJyaKlVM8a9pJW6xwN/TTL2+12toriIiIgItTvOOXdDOgAj1EZdRBqg/xvbmWYhvmzfV8gTP6w3O46INEBecztNkyZNDjpWXl7OwIHesUbhpLmbScsrIT7Cnwv7tTA7jogcI6ePjdO7NeX0bk3Zm1PM1yt2MXXpLrZmFFS1Wg90+jCqUwxndGvK0LZROHy85h4mERE5DsVlLrIquo54xRrjOxbBn6/AnkTw8YXeV5idSERERKReqK1xzoz8Ejan5QMwqHXEcb2WiIgZgn3tPH9udy56bxGfL97BsHaRnNqlqdmxRKQB8ZrC+KHMnTuXr7766rDPl5SUUFJSUvV1bm5uXcQ6askZBbz3+zYAHjq9k2aLi3iJJiG+3HhiG24Y1prVu3P4ftUevl+ZQkpOMd+s2M03K3YT4mfnlM4xjOnejIEJEfjYVCQXEWms0vOM61aHzUqIn93kNMdp6fvw/R3GvtUOpz4NAZHmZhIRERGpx2pinHPJNmPGeYcmQYQFqFOPiDRMg9pEcu0JCbz921bunbaabrGhNAv1MzuWiDQQXlth+eabbxg5ciQdO3Y87DkTJ04kJCSkaouLi6vDhEfuiR/WUepyM7RtJCM7eslakiJSxWKx0C02lAdO68gf957EtBsGcvmglkQFOckpKmPK0l1c8t5i+j81hwe/Wc3CrftwuT1mxxYRkTqWkW8MdEYGOrBYLCanOQ5lRTDvaWO/4xi4dh700WxxERERkcOpqXHORRWF8X6twmstq4hIXbhrVHu6xYaQU1TGHV8maqxURI6YVxbGs7Ky+Oijj3j22Wf/8bz777+fnJycqm3nzp11lPDI/bYxndnr0/CxWnhkTKeGPQgqIv/KarXQOz6c/xvbmYX3j+DzawYwoX8LwgMc7Cso5dNFO7jgfwvp/9Rs7p26itnrUrUmuYhII5GRXwpAZJDT5CTHacUnkJ8KIS1g/AfQpIvZiURERETqrZoc51RhXES8hcPHyqsX9CTAYWPRtkzemLvZ7Egi0kB4XSt1t9vNvffey2uvvYbD8c8tgZxOJ05n/R1YLC138+iMtQBcNqglbaKDTE4kInXJZrUwsHUEA1tH8OjYzvy1ZR8zVqbw89q9ZOSX8uXSnXy5dCd+dhtD20YyqlMMIzrGEK52aCIiXql6xnj9vX79Vx4PLH7H2B90C9gaeEt4ERERkVpUk+OcOYVlJO012qurMC4i3qBlZACPndmFu75ayctzNjGoTSS948PMjiUi9ZzXFcYffPBBbrjhBmJjY6uOpaWlER3d8FqQf/RXMlvTC4gMdHDbyLZmxxERE9ltVk5oF8UJ7aJ4clxXFm/LZNa6vcxal0pKTjG/rEvll3WpWC3QJz6cUZ1iGNUphpaRAWZHFxGRGpKRV91KvUFKXQebZ0HGBvDxg+7nm51IREREpF6ryXHOJcmZeDyQEBlAdJBvTcYUETHN2b2aM39TOt8mpnDbFyv48bahBPvqBmwROTyvKoz/97//pby8nNTUVGbOnEl5eTnz58/nxBNP5LTTTjM73lFJzyvhldmbALjnlPb6Yy4iVRw+Voa0jWRI20j+b2xn1qbkMmtdKrPWpbJuTy6LkzNZnJzJkz+up210ICM7xXBiuyh6xYdht3nlChoiIo1C5YzxqIbWSt3thtkPw1+TwOM2jnUcA74h5uYSERERqcdqepxzcbLRRr1/gmaLi4j3sFgsPH5WF5Ztz2JXVhEPfrOGVy/ooSVpReSwvKYw/vzzz/PEE09U7VcKCwvjySefNCvWMXv+5w3klZTTtXkI5/aOMzuOiNRTFouFLs1D6NI8hDtGtWNXViGz16Uya30qi7Zmsiktn01p+bw5bwuBTh8Gt4kwZp63jSIu3N/s+CIichSq1hhvaK3UZz8CC14z9m0OcJdDnyvNzSQiIiJSj9XGOKfWFxcRbxXsa+fVC3ty7lt/MWNlCgMTIpjQv4XZsUSknrJ4PB6P2SHqi9zcXEJCQsjJySE4ONi0HKt2ZXPmpD/xeGDaDQPpHV9xwZqbAulJ0Pok07KJSMORU1TGvA1pzE1KY/6mDDILSg94PiEqgGHtohjWLooBCRH42m0mJRURM9SX657G6Fh/9+e9/ReLt2Xy2oU9GdO9WS0mrEGrp8K0q4z9MydB21OgcB9EdzA3l4iIiNQJXXOaZ//fvdXpT/dHf6GFJ4UpF7cmqvNws+OJiNS4N+dt4ZmZSTh8rHx9wyC6NFeXMpHG4miuOb1mxri3KCl3cc9Xq/B4YFzP5tVFcVc5fHSWsSbjhCnQ7hRTc4pI/RfiZ+fMHs05s0dz3G4Pa1JymL8xnd82prN8RzZb0wvYml7AB38m4/Cx0r9VOMPaRTGkbSTtooOwWtVySESkPqlspd5gZoxn74Dv7zD2h94NPS829gOjzMskIiIi0git2pWNy+1mru9d8BUQuw5CmpsdS0SkRl13QgJLkzOZk5TGjZ8uZ8YtQwjx0xK1InIgFcbrmRd/2ciG1DwiAx08dHrH6idWTzGK4gBL31dhXESOitVqoVtsKN1iQ7n5pLbkFJXx15YMftuYzm8b0knJKeb3TRn8vikDgPAABwMSwhmYEMHA1hG0jgrU2jwiIibLyKtcY9xhcpIj9PuLUJILcf3hxPvNTiMiIiLSaK3dnUsTMqsPlOSZF0ZEpJZYrRZeOK87Z7z2BzsyC7nnq5W8fUlvjWmKyAFUGK9HFm3dx/9+3wrAxLO7EVE5G8hVBr89U33ipl+MturBDaSFpojUOyF+dk7t0pRTuzTF4/GwJT2feRvSmb8pgyXbMsksKOXH1Xv5cfVeAKKCnFVF8oEJEcRH+OuiUkSkDpWUu8gtLgcayIzxnF2wfLKxP+IRsOljh4iIiIhZ1qbk0MWaXH3AL9SsKCIitSrU38EbF/Vi/Jt/8cu6VN79fRvXnJBgdiwRqUc0QlVP5JeUc9dXK/F44Lw+sYzqFFP9ZOKnkJUMAVEQ2gJ2L4MVn8Kwe0zLKyLew2Kx0CY6iDbRQVw9NIHScjerdmXz15Z9/LV1H8u2Z5GeV8J3K1P4bmUKAE1DfBmYEMGA1hH0bRlOSxXKRURq1b78UgDsNkv9bwW35F344S5jv1lPiB9kbh4RERGRRm5tSi5jrVuqD/g0gBstRUSOUbfYUP57Rkf+++1anp6ZRM8WofRpGW52LBGpJ1QYrycen7GOXVlFxIb58d8zOlU/UV4Cvz1n7A+5E/zD4ZvrYMVHMPQusFrNCSwiXsvhY6VPy3D6tAznlhFtKS5zkbizolC+ZR8rdmaxJ6eYr1fs5usVuwGIDHTQOz6MPvHh9G4ZRpdmITh89PdJRKSmVK4vHhHgrN83IuWlws8PGfsBUcZs8fqcV0RERMTLFZW62JKeT2+fjdUHfXzNCyQiUgcuHhDP4uQsZqxM4ebPVvDDrUOqO/SKSKOmwng9MGtdKl8u3YnFAi+c250g3/1mAS3/CHJ3QVBT6HMleNzw438gewds+w1aDzcvuIg0Cr52GwMSIhiQEMEdo4wP1cu2Z/HX1gwWbc1k1e4cMvJL+XltKj+vTQXA6WOle1wofeLD6NsynF4twgjxr+czHEVE6rHMAmPGeHhAPVpf3O2C7X9CxkaIGwB5e2DBq1BeBLF94apZKoqLiIiImGxDai5uD/S2bao+qMK4iHg5i8XCxLO7si4lhy3pBdz6xQomX9EPH5sm8og0diqMm2xffgn3f70KgGuGJtA/IaL6ybIimP+8sT/0LrBXXLR2O9doUbn8IxXGRaTO+TlsDGkbyZC2kYCx7u2a3TksTc5iSXIWy7ZnklVYxuJtmSzelgkY7draxQTSq0UYPeJC6R4XStvoQF2MiogcoezCMgDCAurJTUap62DqlZC+/hBPWuCk/6ooLiIiIlIPJO3NI4xcnJRVH9R1mog0AoFOH968uDdnTfqTPzfv4+mfknho/269ItIoqTBuIo/HwwPfrCYjv5T2MUHcOardgScs/QDy90JIHPS6tPp4r0uNwnjS91CwDwIiEBExi9PHRu/4cHrHh3PdMONv25b0ApZtz6wolGexLaOAjan5bEzN54slOwHws9voGhtiFMpjQ+keF0LzUL/63SJYRMQklTPGw/zrwYxxtxumX28UxX1DIKoj7FwIVh/ofTl0PRdaDDA7pYiIiIgASXty6WzdXn3AN8S8MCIidaxdTBDPn9udGz9dzrt/bKNz82DG9Yw1O5aImEiFcRO9/2cyP69NxW6z8OL53fG126qfLC2AP1409k+4G3z2W/+iaXdo2gP2JMKqL2DgTXUZW0TkH1ksFtpEB9ImOpDz+7YAID2vhGXbs1i5K5uVO7NZtSuH/JLy/WaVGyIDnfSIC6kolIfSpXlI/WobLCJikuzCelIY93gg8RPYsxIcQXDTEgiKgd3LwC8MwhPMzSciIiIiB0jak8cJlm3VB9RGXUQamdO6NuXm4W14fe5m7pu2mjZRQXSN1U1CIo2VCuMmmbM+lSd+WAfAvad2oHOzv/0hXvwOFKRDWEvocdHBL9DrUvgh0WinPuBGtUASkXotKsjJqV2acGqXJgC43B62pueTuDObxJ3ZrNyVTdKePDLyS5i9Po3Z69OqvrdZiC+dm4fQuVkwXZqF0KV5CDHBTs0sF5FGJbOyMG72zUIzbjWuPwEG3WwUxQGa9zYvk4iIiIgc1rZ9BdxgT64+sP/kGxGRRuLOUe1YtyeXX5PSuPbjpXx38xCigvT3UKQxUmHcBOtScrnl8xV4PHBhvziuGtLqwBNK8uDPV4z9YfeC7RBrSXYdDz8/COlJsGsJxPWr/eAiIjXEZrXQNiaItjFBnNsnDoDiMhdrU3KNQvnObFbtyiZ5XyEpOcWk5BQza11q1fdHBjro1CyELs2C6dI8hC7NQogLVxt2EfFeWQUVa4z7m7jGeFZyRVHcAn2vhsG3m5dFRERERI5IQYmLLo7k6gM+fqZlERExi9Vq4eULenDWpD/Zml7AjZ8u49OrB+DwsZodTUTqmArjdSwtt5irJi+hsNTF4DYRPHZml4MLOYvehqJMiGgDXc879Av5hkDncbDyM1g+WYVxEWnwfO02eseH0Ts+rOpYXnEZ61JyWZuSy5qUHNbuzmVzej4Z+aXM35jO/I3pVecGOn1o3ySIDpVb02DaNwki2NfEIpKISA3JqpgxburyEiu/MB4ThsHpz5uXQ0RERESOmD9FtLLurT6gGeMi0kgF+9r53yV9GDfpT5YkZ/HId2t4alxXTbQRaWRUGK9DRaUurv5oKXtyimkdFcAbE3pjt/3tjqSyIlj4prF/wn/A9g//iHpfZhTG13wNp0wE3+DaCy8iYoIgXzv9EyLonxBRday4zEXS3jzW7M5hbUoOa1NySdqTR35JOcu2Z7Fse9YBr9E81I8OTYKMonnTYDo2CaJVZAA+f//7KyJSj2UWGIXxULPWGN/6Gyz70NjvPsGcDCIiIiJy1OIsaQcesGvGuIg0Xm2iA3n5gh5c/dFSPl+8k1aRAVx7QmuzY4lIHVJhvI643R7u+DKRVbtyCPO38/7lfQk5VCvMFZ9AYQaEtoAu5/zzi8b1h8h2kLER1kyDPlfUTngRkXrE126jR1woPeJCq46Vudxsyyhg/Z5cNuzNI2lvHkl7cknJKWZ3dhG7s4uYk1Q9GOCwWWkVGUCbmEDaRgfSNjqIdjGBxEcEqIWSiNRL2YUmtlLfsQg+OhPwQHBz6HhG3WcQERERkWPS3LLvwAOaMS4ijdyIjjE8dHonHv9+HU/9mERcmD+juzY1O5aI1BEVxuuAx+PhmZ+TmLl2Lw6blf9d2of4iICDT3SVw4JXjf1Bt/7zbHEAiwV6XQq/PAR/vQ6B0dD6JN35KSKNjt1mpV1MEO1igg44nlNYxobUPJL25rJ+Tx4b9hqF84JSFxtS89iQmnfA+T5WCy0jAyqK5YG0iQmibXQgrSID8LXb6vJHEhGp4vF4yKxopR5W1zPGPR6Y/X+AB9qdCme8DI5DXMeKiIiISL3U3JJx4AEfX3OCiIjUI1cObsn2fQV89Nd2bv8ykSYhvvRsEfbv3ygiDZ4K47Ws3OXm/2as5ZOFOwB4ZnxX+rYMP/TJa7+B7B3gHwE9LjqyN+h+Icx7BvZthi8mgD0A2o6EjmOh7clqry4ijVqIv51+rcLp16r6767b7WF3dhGb0/LZlJbHptR8NqXlszktn/yScjZX7P+03+tYLNAsxI+EqABaRVZvCZGBNA/zw2bVWkQiUnuKylyUlrsBCKvrNcY3zoQdC8DmhNNfhGDdRS8iIiLSkFQVxkNaQM4OSN8AbhdYdfO3iDReFouFh8/oxM7MQuZuSOeaj5byzY2DiQv3NzuaiNQyFcZrUWFpObd+voLZ69OwWODhMzoxrmfsoU/2eODPl439/jeA4wj/AAdEwtWzYflkWD8DcnbCum+NzWqHAdfDyEe972K3rAhydkPuLigvhYjWEBr/77PsRaTRs1otxIX7Exfuz/AO0VXHPR4Pe3OL2ZSaz8bUvIrCeT6bUvPILS6vasn++6YD77Z32Ky0iPAnITKAVlEBxmOkMcs8MtCBxaKiuYgcn8r1xR02KwGOOrymKyuGmfcZ+wOuh5DmdffeIiIiIlIjmlUWxvtfB7+/ANnbjTHEzmcd+4t6PJC51Zjg02KAuleKSIPkY7Py2oRenPvWX6zfk8uVHy5h6g2DCPEzYQkzEakzqiLWkvS8Eq6avIRVu3Jw+lh55YIenNrlH2bYbJ4NqWvAEQj9rj66N4vuAKdOhFOegj2JxsXt+u8hYwMseA2yd8K4t8HewFolleRB+kbj50hPgn1bjMJ/zi4o3Hfw+VY7hCdAZFuIaANNukKLgRrEFZEjYrFYaBriR9MQP05oF1V13OPxkFlQyraMArZmFLAto4Bt6QVszcgneV8hpeXuqlnmfxfk9KFVxSzz+IgAWoT7V23RQU6smmkuIkegcn3xUH973d1s4yqDb2+ErGQIagYn3FM37ysiIiIiNSq2sjAe3QG6nguL34adi4++MF6UBUk/QNKPsHNh9dhcYAwMvg36X+99E3NExOsFOn14//I+nDXpTzal5XPNR0v56Mp+WlJRxIupMF4LNqflc/kHi9mVVUSYv513L+tL7/h/WZ/ij5eMx96Xg98xrmVhsUCznsY24mFYPRW+uR7WTTcuVi/4FHxDju21a1NhptHGKT0JMjYaj+kbIHf3P3+fPQBCYsFmN4rm5UVGET1jw4HnhcZD/CCjSB4/yCiaawaniBwhi8VCRKCTiEAnff62FIbL7SElu8golldsRvE8n11ZReSVlLNqVw6rduUc9LoOHytxYX5VhfK4yqJ5hD9xYf4EOPW/aBExVM4YD6+rNuplxTD1CtjwI1h9YMwr4Ayqm/cWERERkRoVa60ojIfGQ1ATY784+8i+uSjLKISvmw5b5oK7rPo5m9O4RsxPhZ8fgN3LYdxbxjidiEgD0jTEj/cv78sFby9k8bZMbv5sBW9d3Asfm9XsaCJSCzTqXsP+3JzBjZ8uJ6eojPgIfz68oh+tIgP++Zt2LobtfxozngfeVHNhuo6HgCj44iJI/h0+OA0ummru2pC5KbB7WcW2HNLWQUH64c8PiIao9sYW2Q5CWxjF8ODmxg0ElQVut9toq56xyVhvPX0D7F4Ke1cbLaKyt8PKzyteM8po89RiEMQPhJiuasEuIsfEtl9b9v1nmQMUl7nYmVnI1owCtqYXsCOzkJ2ZhezILGR3dhGl5W62pBewJb3gkK8dGeggNsz/gFnmseF+xIb60yTEF4ePLs5FGousQqMwHupfB4OMHg9MvdIoituccP7H0O7k2n9fEREREakV/pQAFgiJq56MU5R1+G/weGDHX/DXJNj484HF8OjOxkzzhOHQtJvxussnG8vvrJkKHhec8z5Y9XlVRBqWzs1CeOeyPlz6/mJmr0/lvq9X89z4bloiUcQLqRpYQzLyS3jqh/V8vcKY5dyzRSjvXtqHiEDnv3/zHy8bj93Ph+BmNRssYRhc8SN8Ot5o1f7eyXDJ10a78drgKoO8vZC3xyiC5+2FvBTI2GwUw/P3Hvr7QuIqit/tDyyE+4cf+vy/s1qNonloC2gzovp4cS7sWgzb/zIu6nctNQrx62cYGxjt61sMgI5joOPYI39PEZF/4Gu30TYmiLYxB8+yLHe52ZNTzI6KQnnlVlk4zy4sIyO/lIz8UhJ3Zh/0/RYLRAU6aRbqR/MwP5qH+tEsxPeAr0P86rDlsojUqtyiilbqfrU8Y7wwE/56HTb8ADYHXDwVWp1Qu+8pIiIiIrUvqKmxxOI/FcYLM41W6cs+NCabVIruBJ3HQaezIKrdwd/X7xpjXO/Li2HtN8bY3KjHauOnEBGpVQMSInj9wp5c/8kypi7bRZi/nQdO66jxNREvo8L4cXK7PXy2eAfPzkwit7gciwUm9GvBQ6d3ws9xBOtQpCUZg49YYNBttROyaTe46hf4+GzI3GIUx8+cBO1HH39Lcbcb9q6CTbNg8yzYtQQ87sOfb7EZF9TNe0Lz3sY64JHtwRl4fDkOxzcY2ow0NoDyEkhZAdsXGNvORVCSa6zxvnk2/HC3UVjvMt74/VTmKsmHrG2QuRUytxltocJaVm+Of+kKICKyHx+btWqm+eBDPJ9bXMbO/QrlxlbErorZ5iXlbtLySkjLKzlk4RzA32EzCuWhfhWPRuG8WagfTUN8iQn21XpJIg1ETkVhPNivFi/dC/bBW4ONmxsBTn5CRXERERERbxHawng8VGHc7Yb5zxlb5exwmxN6XAj9roOYTv/++u1PhbPegK+vgb/egBP+YyyVuHu5MbbW6UyNnYlIg3By5yY8fU43/jN1Fe/8vo3wACc3nNja7FgiUoNUGD8Oa3bn8OD0NaysKEp0bhbME2d1oWeLo1gjfMGrxmOH0w9912VNCWtpFMc/PRdSlsMXF0LCiXDKxCO7wN1fUZaxrtDm2UZBvCDtwOetduNO1KAmRtv2oGbGBXiznkaR3swLYR9nRRv1ATD0TnC7IHWt8bOs+RpSV8PGmcZm94fojpC98+Cf8e8Coo3fcWA0+IUaHzQqt6Cm0HoE+NTRuqAi0uAF+9rp3CyEzs1CDnrO4/GQWVBKSnYxu7ML2Z1dTEp2EbuzikjJKSIlu4iM/FIKS11sTstnc1r+Yd8n1N9Ok2BfmoT40iTYKJZX7lc+hvpr5rmI2XKLywHjb0OtWfCKURQPagaDboZ+19bee4mIiIhI3QqNNx79I4zHgop1xwv2GcXsLXOMr2O6GLPDe10GgVEHv84/6XquMeGkJAeeiQd3efVzM++DdqOhWQ/ocAaExh3XjyMiUpvO6xNHdmEpT/2YxDMzkwhw2rh0YEuzY4lIDVFh/BisS8nl7flbmLEyBbcHAp0+3HVyOy4ZEI+P7SjW0EnfAKu+NPaH3FE7YfcXEAmXfw/znzfaZG6dB28NgT5XwvAHDt9C3OMx1urePMsohO9cbKwZVMkeYBTZ246E1idBSIuGs5aQ1WYU65t2MwrlaUnGmkirpxozxHcvqz7XPwLCEyCslXEHbVayMXu8ONsonP9T8TyiLZw6EdqOqu2fSES8nMViISLQSUSgk66xBxfOwVjfPCW76KDieUp2Ebuzi9ibU0xJuZvswjKyC8tI2pt32Pdz+lgPKpjHBPsSE+wkKtBJdLAvUUFOAp26pBCpLZWt1EP8aqkwnrsHFv3P2B/zMrQ7pXbeR0RERETMEVZRGK9cwrEwA9I3wufnG90RffzgjBehx4Rjfw+LxZiIsulnoyjuF250i9y32RhjW/WFsS3/GG5ccPw/k4hILbr2hNZkF5bxxrwtPPztWiwWC5cMiDc7lojUAI1iHyGPx8PCrZm89dsWftuYXnX8jG5N+e8ZnYgJ9j26F8zeAR+PMy4UE4ZDbJ8aTnwYjgAY+Qj0uhRm/ddYZ3vJO7D6K2NNIJsDSvKgtABK840W4inLq9tqVopsbxR5246CFgONmdjeILoDnPQQDH/QaLmevb2iXXorYyb4oRRlQdZ2o1BelGl8XbVlw46FsG+Tsc57m1FwylO12x1ARBo9X7uNhKhAEqIOvUyFx+Mhp6iMvbnF7M0pJjW3mD0Vj3tzitmbW0JqbjGZBaWUlLur2rn/E3+HjaggJ9FBzopHo2AeVfW18RgR4MRm1Qx0kaORW1zZSr0WCuMeD/x4N5QXQWw/aHtyzb+HiIiIiJgrJNZ49AsDH18oL4ZJfSueawEXfg5Nuhz/+5w5yVhmMbqDMZZmsRit2rfOhSmXQWme0VFSRKQBuOeU9pS7Pfxv/lb+O30NNouFCf1bmB1LRI6TCuP/oKTcxY59haxNyeWDBclVLdOtFhjdtSnXn9C6erZeeUnFDOKtgMVY09p2mF9vXip8dCbk7obIdnDOu3Xx4xwovBWc/wlsmw8z74fUNcZaQodj9zfWmWw7yijuhnn53VEWCzTvZWz/prJlerMeh36+ONf43S5805h1v3WusUbTsP8cvtguIlKLLBYLof4OQv0ddGgSfNjzistcpOWWGAX03GJSc6oL6Ol5JaTlGY8FpS4KS11s31fI9n3/XEC3WiAi0CiURwY6iQh0EBHgMGbBBziqj1V8rXXQRWp5jfFNsyDpe7D6GLPFtXSCiIiIiPcJqpgpbrEYyx1mbDS+jukCF001lkKsCYFR0OG0A49ZrZCfahTFHUEw4r81814iIrXMYrFw/+gOuN0e3v1jGw98sxqrBS7op+K4SEOmwvghXPvxUnYXwO6sItye6uNOHyvn9onlmqEJxPtkwYKJ8GsSZG6BnF3gcVef3LQ7jHnl4LsgCzPh47OMAnpoPFz6rdHi3CytToDr5kPip5D8B9j9wBFYsQUYW3graDEI7Ec5K14MvsFw8uPQ+3L4+UHY+BMsnGTM1A9vDZFtjFbrkW2Nx5jO4PCvvTzFuZCz01g7PXsH5O81ZsU37wNR7Y328iIiGDPPW0T40yLin/8mFZSUVxTKS0jPKyE9r7hqf//HfQUluD1UnFNyRBkCHLaK1vEOIgKcFUV0o3AeWXEsPMBBZKCDsAAH9qNZ0kSkgcgtMtZnrJVW6gteNR77X29cg4iIiIiI9wmKqd4f/axxY2RMZ2NdcGdQ7b632w2zHzX2B94IQU2O7PtK8oxlKNPWGUv/9L78wJ9DRKQOWCwWHjy9I24PvP/nNu77ejUe4EIVx0UaLBXGD2HB5n1YnUYRINDpQ6vIAE5sH8Vlg1oSGeg0LsrePQvyUg78RkegsQZ19nbYsxLeOckYZBz+IDgDjQu6T84xLugCmxhF8cq1fcxktRmt1XtdanYS7xbRGiZ8AZtnGwXy9CRIX29s+7MHQMczoOt5xtrth+s8sL/yEkhbD3tXGf/u5aYYx1ylRnus8hJjy0811kQ/HEeQMfM9tg806WpksfkYs8isdrDZjZZbvsHgGwLOYBXSRYQApw8BTh9aRgb843nlLjeZBaVVxfKM/BL2FZSyL7+Effmlxn5BxX5+KaUuNwWlLgqOoJV7pVB/OxEBDsIDjBnxYf52wvz32w9wEFaxb8yat6uYLvVeVSt13xoujO9dA8m/g8UGA26o2dcWERERkfojaL8Z4a2HG1td8biqJ9ss/xhO+E/1WFfuHti5yNgytxpLOpbmGROLcnYe+Do7FsDg24yulgFRxiQPjUmJSB2wWCz894yOuD0ePlyQzP1frya/uJxrTkgwO5qIHAMVxg/h0bGd6NyyKa0iA4gMdGDZv6VkygqjuF24z1hne/Ctxqzf8AQIjDZaEuWnGe3J10yFhW/Auu/glCdh8TvGet1+4XDpdGMmtjQ+bUZCwkmQswMyNhvrj2dshIxNxk0XBWmw6ktjC4iCzmdDl3OMmysKMqAg3fj3ryDDaMe/Z5VRXHeXH3kGvzAIiTPaZwVEGe+dssL48JH8u7EdKWewsfmGVGz77TuDAIvxIcjjBnflYzmUFkJZgfFYWmDs2xxGpv23kBZGgT8vxSj45+4xfu6CDKMVfXAz4wNecHOj9Zd/JLhKoKwYyoqMNVPLisGn4rWDY4/sZgMRqXE+NivRwb5EB/97BxKPx0NeSTmZ+UaxPKOiWJ5Zuf+3gnpmxWz07MIysgvL2JJecMS5gpw+FQVze1UB3Xh0EBZgryikG0X0sAAHoX52/B22A68PRGpRblENrDFeWgjznoLAGOh5iXGj3Oz/M57rNLZ63UkRERER8T7+JnartNmNiUMz7zPGtBa8akwa2rnI6GT4TwKbGN0Nt82HrfOMrZLdH6I6QEwn4zx3ubG5yqAkF4pzjM3jhr5XG2ue5+6uGFuqePQPhz5XGq9Xkm98X0gcRLWrrd+GiDRQFouFR8Z0wmm38vZvW3nyx/VkF5Vy98ntNT4k0sBYPB6P599Paxxyc3MJCQkhJyeH4OBDrLma/Ad8doFRPGzWCy6eZlxAHc6m2fDDncYM8kqOILh8xsEt1kUAPB7YtQRWTYG1XxsF8CPlGwpNu0GTbsbsdB8/oxjs4ws2p7HvH2EUhw/VJsvtMmad714Gu5dC+kajIO0uA1fFhwt3mVFsLs41Cs4NkcUGIc2NpQxC443fR1jFY2i80dJLdxyLNDhut4fsojL25RuF86xCY8suLCOroJSswrIDjxWWklNUxrFeBflYLYT42QnxsxNU8WhsPvvtG1uwn51g34qv/e0EOX3qxYemf73ukVpzNL97j8dDmwd/wuX2sOiBEcQcwY0lBynKhs8vgB1/GV9bfapvqLM54Po/NfgnIiIitULXnOap+t3fF0TwxFxzw7wx0CiG/53FarR0j+tvrHfuG2yMnfqGGEsOVo67Lngd1n5jdEUsK6zolFhce3kH3AgnP2msjy4i8jdvztvCMzOTALh4QAseG9sFq9X8cR6Rxuxorjk1bfJIbZgJX11mXHS1HAoXfv7va/C0HQk3LoT5z8KC14xW1BO+VFFcDs9igbh+xnbqRNgyF1ZPgY2/GLOc/SONGd4BEcZ+YIzxAaJpN+OO1uMptFht0KSLsfW+7N/PLy/d7w7cbKNYXnk3buXxkryKn8t64Gb1MdZRtwcYj44AY7+8qHrt8+ztFY87jaJ+cPOKmeEVs8MDIqEoq2IGeUrFjPI9UJRp3Azg4wt2v4pHX2OmXM5Oo9ifvaPiruRDzIy32o0ieXRHaNrdaCnfpJsxM70eFLJE5NCsVgvhFS3U2x7hsnMut4ecorKKYnkpWQVlVYXzzEMcqyysl7k8lLs9Fa3fS48+q8WY+Xuo4nmwnw/BvnaCfH0I8vUh0Fm9X3k80OmDj9q/NxoFpS5cbuMOjmNqpV6wDz4aC6lrjEHGssIDu8wMu1dFcRERERGpXZHtIG+PMWs7oo1R9I7tA837GMXwfzPoZmOr5HYZrddT1xoF96JsY2a61WaM6+zfzXD3clj+kbEEZnBTY3wnuLkxMWLDTGOCiCPAGOe1+xlLHy58A5r3hq7ja+1XIiIN1w0ntibEz86D01fzycIdZBWW8cK53fG1a7KVSEOgGeP7OewdBaumwDfXG+2g258G4z+oXhvnSGVXrIsTGldzgUXk6LjdxjrrlUX3rO0V+xVf5+w6fEt6/wiI7mR8cAqMMW5QCIyGgGgIjDKO+UeqTbuIl/N4PBSVucgpKjO2wrLq/aIycvffLy4/4LmcojJKy901ksPPbqsqmAdVFMz3L5wH7VdcD/K1E+zrQ6DvgcdLCgs0e8ckR3MXa0p2EYOe/hW7zcLGJ0YffbeB6TdB4ifG/6cunma0lizKhOjOxnIuLYfqxi8RERGpNZoxbp6q3/363wjucILZcRqG5R/DdxUF+JGPwpDbTY0jIvXbjJUp3DklkTKXh14tQvnfpX2IDHSaHUukUdKM8ZqyYyHMfw42zza+7nY+nDnJuAPxaKkgLmI+q7Xi7uCm0GLAwc+7yo07mDO3GjPr9qyCvauMtd8L9x3B2usWo81XZbHcYjVaz5cVVq957ioxCujBTSGoWfXdyn7hxmz2siKjM0V5sfE9HrfxN8fHabS7tdkrHiv39zvu4zTucPYNNe6KdgSo2CFSwywWC/4OH/wdPjQN8Tvq7y/ev6h+iMJ6XnE5ecVl5JeUV+3nFZeTW1xOfkkZxWVGYb2ozEVRmYu0vJJj/llsrlpsPSg1JrfYWF88xM9+dEXxvFRYMxUSPzW+Pv9TowvK/oKb1lBKEREREam3Ao+wpZYYyxpWmv88rP+uYu3xPKOb4cCbjS6IZUVQVmBMwKicbe4MrG4D37SbMftcRLzamO7NiAh0cP3Hy1i+I5txb/zJ+5f1pW3Mv3QaFhFTqTB+KFvnQ+Jb1UUwiw0G3ggjH9PaMiLezOZj3MQSGgcJw6qPlxUbrbkyNkJ+GhSkQX76gY8F6UYRu3CfsaWvP/z7FKT/8/M1xepjfCDzC69YQ33/Ld74kFaSW90Gv7IFvqvUmFHoLq/ePG6j4O4fYWwBFY9+YcYHP0eAUZg/XNHG7TZuCigvhvK/P5YaHTncLuPR4zb2LZZDtMX3q9j3M24GUOFfGhhfuw1fu+3Y1okGSsvdFUXzyiL6/vsVjyWHPl5ZbM8vMTpjlNXQ7HWpXTmFRmH8iNuou92w7H2Y/ajxdx2gyzkQ17eWEoqIiIhIvWbV8O8RG/c2/PU6/DUJSvOMNuv7+/HuI3+tVsOg3zX7LTuYVz3e4ioDPNB+tHHe38c2PB7j3PISY3OVVO+XF1c8V2z8s61cevBou5uKSI0Y1DqSb24azJUfLmH7vkLOfnMBb1zUi6Fto8yOJiKHoVbq+6maan9fEMFOi7EmTc+LYPDtEN7K7HgiUp+5XVCYWVEsryiUYzE+mNj9wO5vPFp9jOdy91Svi563x/heH+eBBWAfpzHr3FVW8eGp9PD75RUfiiqL24drCV+brD5GgdwRaNxQVDnzvfJDW02zWI0Cud3X+P0GN4OIthDR2livLKINhCcYv0cRqeJye8gvKSclbR+dWjZVW0sTHE17p1nrUrnmo6V0jwvl25sG//MLF2TAlMtg+x/G1026QvvTYdAtxgwWERERkTqmVurmqfrd795McLPWZsdpWPZtMYriziBjjCNzC6yeaoxDOAKMMQiHv/F1aYExq7w0H9LWQ2HG0b2Xs2I99MqJA+XFRiH8WIW2gGvmQkDksb+GiBy1zIJSrv1oKUu3Z2G1wN2ntOeGYa2Pfjk0ETkmaqV+vGxO6H+lMYgYEmt2GhFpCKy2irXGoyCms7lZPB7jg1lxDhRnG4X47J3GOupV23bjTmPfEPCt+BDmDDb2fXyNG4OsNmNWduXd5cU51TPiCyoei7KgvMh43l1efSf0P7JUF/59fI1W8FYf4wOl1WY8WmzGzPHyImPG/v6PVT+n22hdVlYA7IOcnbBz0cFvZ7Xvd8NBxQx0R0DFzx4KfqF/2z/Eo6vUuLu7JM/4sFuSb7TIr2xn7+OoeKwowpfkGTcpVH5PSZ7xczsDq28eqPyAbfet/l6bo2KW/H6vpwtoqWE2q8Voyx3mb3YUOQK5RdWt1P9RwT54b5SxHIgjEEY8DH2vNv6uioiIiIjIkYtobWyVWg2F3pf/+/cVZcPkM2DvamMZvYjWFeMNIcY1uo+zeom8rO2wfkbF2EHuP7+ubb8xgsotZ9ehJyFk7zBawIcnQGmhMXbhDDK6CbrLjPGi0gLjeOV+eQlEdzQmhjmDjMK/xVoxIcHXuAlARP5ReICDT6/pz4PfrGHqsl08O3MDK3Zk88J53Y+8A5yI1AkVxg/lxoWgOylFpKGyVBRgnYEQ0rz238/tqvgwlV9xp3Qe4Klug15ZAK98tPoce7HX46loHfa3gnlZoVHsz9gM+zbDvk3Gfmme8cGvpOzfP2jWV1UfgP/2QdjmqP6d2v2rb3KovNvcN7jipgZLxe/bUvHB1vK3YxX/LKw243xrxc0QNh/j0e4Hzv1eW+3ZROpU5Rrjwb7/cNnu8cC3NxlF8ZAWcPE0iGpXRwlFREREpF6zqSBTZ/xC4fo/jvx8VxlkbDLGNmzO6hvlKycRVE0mOMTSnqnr4M2Bh37d7+84pviHZoEOp0P706qL5ZVjC5WdD/3CoWkPLUEqjZ7Tx8Zz47vROz6MR75dy6x1qYx97Q8mXdSLzs1CzI4nIhVUGD+UQK3/ICJyxKy2ilnnddAWz1LZnt4X/P72XGyfA7/2eIwZ7WWF1UX08hIoKzpwRn1R9oGPxTkHHisrqGiXFmTcOe0MrJjp7WfcFLD/Wl+uEvBQUUQOqt4cFS2MK2eblxYYRfuS/IPXC/t7y7TKdvm10I3+mNgc1d0FnBU/5/4dBw56DDqwsO4bXHH3uWbCixyJrALjP/7gf5oxvvAN2PiT8d/nhZ+pKC4iIiIi1fxCzU4gh2OzQ0ynY/vemE5w/y7Y+DNMu8o4Zg8wxioc/sa+w99Ygq40DwqzjKK73d8Yo3D4V7SFDzA+n+9ebnQGLK3okFfFA0nfG9s/Of0Fo2OVSCNnsVi4sF8LOjcL5oZPlpO8r5BxkxZw18ntuHpoAjarxsNEzKbCuIiIeCeLBfzDgfDjex1XeUWL9zq6cPV4KtaNL6l4LP7bfmlFIX2/tceqCv251evMl+QZ7e09HsCz36P7EMcqjrvLjc1VVv1YVnRgazdXqbFm2tGum7Y/i626QF7ZRs7mqGjdbzd+1x5P5S/kwN/N/sf+7etDnsM/f49nv++F6vb+VpuR+4DH/Y/7VN8kUNmCv7Jlnt2/oo2/nzFIYfc1brTwC9XsDflXC7dmAtAu+jBrhO9YCLMeNvZPecpYV1xERERERLyfMwi6jofOZxufo2ty3MLjgfw0mDcR8vZUjCVUbBmbjOXs9vfDXbDyiwM/Yx+0v//n7v0/ox/qeMWjzW5MSkhba3zdpBtc+EXddEgUOQ7dYkP5/pYh3DN1FbPXpzLxpyR+TUrjhfO6E6ul7URMpcK4iIjIP7HV8f8qK9uRVa5XXl+43cZd5lXF9789HurYoZ7zuMHjMmbzF2WZ/VOZzxFYsZ59mFEor1rfvvLrMKO4jqXi5gVX9e/Q7TIePW7jn0/lPlS0xK8o2Nsq2uPvv9nsUFBs1k8tRygjv4Sl243C+KjOTQ4+IT8dvrrcuJGlyzmaoSEiIiIi0hjVRgtzs15nyAAAKKhJREFUiwWCYmDMywc/l/wHfHj6wcd3Lan5HH+3dxXMvBf6X79fN7+/3eDvLvvb1/tNAihIM9ZnL9wHA2+G5r1qP7M0WmEBDt65tDdfLtnJY9+vY9G2TEa//Dv3ju7AhH4tsGr2uIgpVBgXERGRf2e1Vs+APlYeT8U69BWF8vIi44NpZbv4yv0qFR8Qqu56P9av/+X1DvcaHk9FAfpvheiqx/2Ou8uMWfpF2Qe26S/JNWbdlxUZM/wr98sKjPcpzTe23F1H/nusKSWefz9HTPXr+jTcHujSPJjmoX9bP8LtMlom5u2ByPYw5lUtUSAiIiIiIrWv5RC4NREyt+7Xdt1y4Ofqg/b3/zxuOfBzusUCH4878vdfP8PYjteaaXDSfyEgquIm8/267P29657HbXzWD2oCCSdWd5Gz7N9Nbr812Cu7yx30nD6zNTYWi4UL+rVgQEIEd0xJZMWObB6avub/27vz+Cjq+4/j7w1ZQoAcJOEUEJQ2ELkTOSqHihc2EdB4UKiICioi0IAgLRrEeiCHtWAV0SoIFUQ8QBGVVEixkh9nRDAICNVWwiGQcOTe+f2xZM2SazfZ3Uk2r+fjsQ93Z747+9n9+CWfme/Md7R6x3/1zLAu6tTSB7emBOCEgXEAAOAbFov9Hu1BjaXQVmZHYy5b0YX72Z+6MJh+4b+O1yWfZ9nfY7GUsXNdz37SQvEOeUA9+0578RnxTtPjF114feGM+bO5knxwRj+q7MP0/0mSru900dXiNpv06R+lQ5vs9wS88y17vwIAAAAAX4hob394SvxfpI8mOS8LCJTC29ofwRH2feKcU9L5k/YTzPPO2k9Ad8yUZrXP+hdg/WXmtCO7Kv7cfz7lue9QFTfPtd/rXSp9azdd9NppfTVOdM85JTVuLnWMZz/Sh9pFNdKqB/pq6Vf/0bzP9mnnD6cVv2Cz7vlNOz1ybQeFN6xvdohAncHAOAAAgK8F1JMaRtgfZsnOlqZUYwYAeFVGZra+PPCzAizSbbEl7p9XVCh98KC0e5X99S1/lZpGmxMkAAAAAHhC3Gj7w9POn7QPfmf9T2oQap9+3VZon82uIEeSYT/RvPjKdccV7Reu7i65rngfTJKsDZ1vdVZ8WzN3rZtS/e/oaR3jf/n+Je8TLzkPzpd5P3nZbwt38J/2q+sHPmY/QcHxu1ouel7i9y3+3a3BF24Dd9FV+KWuvi/xPCCgnOUXLiCoIQLrBejefu11c5eWenLtHn3yTaZe33xIq7b9qIev6aBRv2mnBtaaEy/gr/xyYPyLL77QSy+9pKioKDVo0EBz5syR1Wo1OywAAACYxJ368PTp0xo/fryaNGmizMxMPfXUU+rYsaNTmwULFmjLli2yWCwaOHCgxowZ49F4X//XIUnS4M4t1bpJQ/vCogLpw4ftB2QCrNItC6QuiR79XAAAANQsHOcEqqFhhBT/gme2ddtrFa+3lRgkv3jQfMdS6fMnSr/n8kEXTa9+0VTrpaZeL+uWcC7KzZZ++Hfl7TI+cm+75Tl7VFox3DPb8qaEv9pnJSjp4t/W6eSJ8p6XM+BfxuB/C4tFL98UprToQr2a+r2+P3FOK9b/qH9uDtLwPm3VsUVIhSGXmlygOMwLK4oknQ1uo0IFqKDIpsIiQ4U2mwqKDOUX2pRXaFPHliHq2baJu78W4BcshlFeN6qddu/erRtuuEG7d+9WVFSUJk6cKMMw9Ne//rXS92ZnZyssLExZWVkKDeXeDgAAwH/VpbrHnfrQMAwNHDhQI0eO1NixY7Vjxw4NGTJEe/bscfxOr732mt544w19+eWXstlsiouL05/+9CfddtttLsVT2W+/+79ZuuWlzTIMafVDv1HspU2k7J+kDx6Svt9oP3v+jqVSx99W63cBAADwtrpUc3oDxzkBeFTeWen4PvsU6pYA+xX1G5+Vzv8shbWWfnX9L/dUNwznAeKy7hV/8XMZ0k87pe1v2l+GtLRP2+64h/uFNsWf4bjavMSyghz7Vf0lTywwjBInG5RcXsUr9euA/9iaKTE/2ZEZi4wLj1+eP3ZTtPpcHiGLYR8wLywqUqP6ATIMQzbDJsMwpLxzKmjYXAWNWuhsbqFO5+TrXF6h2kY0Ukwr/rag5nCn7vG7gfGEhASFhYVp2bJlkqRt27apd+/e2r9/vy677LIK30vBCAAA6oq6VPe4Ux+uXr1aw4cPV1ZWloKDgyVJnTt31u23367k5GTl5OTo0ksv1TPPPKP7779fkjR37lz97W9/08GDB2Vx4az9in77nPwi/eGllco7/r36tg/X2Ob7pKN7paPf2O+fZ20kJf5dir7JEz8NAACAV9WlmtMbOM4JAJWwXRgg3/lW6fvUu6J5Z+fXZd3r/eKB/DKf65fn2f+rwhepPUbmT9dmWxdJ0vOJXXVHXBuTIwLcq3v8air1M2fOaP369Zo9e7ZjWZcuXWSxWLR69Wo9+uijJkYHAAAAX3O3Ply1apU6duzoGBSXpO7du+udd95RcnKyNm3apOPHj6tnz55O6w8dOqRt27bpyiuvrHKsuQVFWvjGm3rh9GMKrp8v/U/2R7FL4uzTpzePqfJnAAAAoHbgOCcAuCAgQFKA9+5TXxXvPSB9vcLsKLxmWf1n9UTBKEnSN+9/qt3vl75AwCgx7X9EQ6v6/6qp/bb1spQ496DESQgWS6lzEuwvLaWWXHiDyjiFwal9yWuCgwqzVa8op9QbLDJkuTDzgCFDFsOQRb+c+HAmp0A2m83+aRb79gMs9qeGLv4+0k/BHbQz7AYVXVhevMow7PEYKvlf+3rbhSeGDNls0tAel+jGK5q7dOEFqsavBsZ37NihwsJCRUZGOpYFBQUpNDRUu3btMi8wAAAAmMLd+jAtLU3t2rVzWtasWTNlZGQoNzdXaWlpkuS0vWbNmkmSdu3aVaWB8YIimzbv/UFfr3tV488vVrAl374i9BKp0y1Sm15SsxipabT795EDAABArcRxTgCopW5dZH+Up3gkteQ08vYFpZ9/NkPautiLwVbNLOsS1xsXSNrrtVBqnDt+fLp6Gzgo6V2PhFJtSfkP6j3bgGptY8XYPupzWWTlDX3IrwbGjx07JkmKiIhwWt64cWOdOHGiVPu8vDzl5eU5XmdlZUmyX3IPAADgz4rrHT+7q04p7taHx44dc7oavLitzWbTqVOnytxe48aNJanM7Unl15ybZt+uFgGnFFJwQt10UrEWmwokHWvRT01GvilZGzhv6MyZyr8wAABADVJXak5v4DgnAJjo5CFpUf+K20T++pfnpQa3S7xWRQPhKvt9xc/PHq3OtwCqJaZwj94tjKvWNlZ99Z1ioq7wUETlc6fm9KuB8WIlp76UpKKiIlmt1lLtnn32WT355JOllrdpwz0RAABA3fDzzz8rLCzM7DC8ztX6sLy2kpzal2xT1vqSyqs5b3nms3Ki/USa1LycdQAAALVPXak5vYHjnABQU203OwDAyz6+8Ki6+RcevnLmzJlKa06/Ghhv1aqVpF/OiCx29uxZNW3atFT76dOnKykpyfH69OnTuvTSS/XDDz9QrNdy2dnZatOmjX788UeFhoaaHQ6qgVz6B/LoP8il/8jKylLbtm1LXYHib9ytD1u1alVm23r16ikiIsJpe8XTWp49e1aSytyeRM3pz/g30X+QS/9AHv0HufQfdaXm9AaOc6Iy/Fvp/8ixfyO//o8c+45hGDpz5oyjfqqIXw2Md+rUSVar1THVkCTl5OQoOztbvXr1KtU+KChIQUFBpZaHhYXxP6mfCA0NJZd+glz6B/LoP8il/wgICDA7BK9ytz7s1q2bfvzxR6dlmZmZio2NVUBAgLp16ybJPrVl8cB4ZmamJJW5PYmasy7g30T/QS79A3n0H+TSf/h7zekNHOeEq/i30v+RY/9Gfv0fOfYNV08E9KuqNCIiQoMHD1ZaWppj2e7du1W/fn0lJCSYGBkAAADM4G59OGLECKWnpys3N9epfWJioiTpxhtvVFRUVKntxcTEqFOnTl78JgAAAKhLOM4JAADgeX41MC5JM2bM0IYNG5STkyNJWrJkiSZOnKjWrVubHBkAAADMUFF9mJqaqri4OJ0+fVqSlJCQoCuuuELr1q2TJG3dulW5ubkaN26cJPt9xKdPn6733ntPklRYWKi3335bs2fP9v0XAwAAgF/jOCcAAIBn+dVU6pJ05ZVXasGCBbrvvvsUGRmpJk2aaNasWS69NygoSMnJyWVOO4TahVz6D3LpH8ij/yCX/qMu5bKi+jArK0uHDx9Wdna2wsPDFRgYqLVr1yopKUlbtmzRkSNHlJKSokaNGjm2l5SUpOzsbD344IPKzc3VtGnTFB8f73I8dem393fk0n+QS/9AHv0HufQf5LJ6OM6JipBj/0eO/Rv59X/kuGayGIZhmB0EAAAAAAAAAAAAAADe4ndTqQMAAAAAAAAAAAAAUBID4wAAAAAAAAAAAAAAv8bAOAAAAAAAAAAAAADAr9W5gfEvvvhCiYmJevDBBzVp0iQVFBSU2/b06dMaOXKkHnnkEd1+++3KyMjwYaSojDu5nDNnjtq2bavIyEj9/ve/188//+zDSFEZd3JZ0n333ad77rnHu8HBLVXJ5U8//aSpU6fq2Wef1XvvveeDKFEZd/L46aefauzYsZo5c6bGjh1LDmsYm82m5cuX6/LLL6+0LXWPb1T1bx5qHnf6F2quzMxMJSYmKiwsTB06dNDLL79sdkiooqysLA0fPtyRy+XLl5sdEqrp5MmTatasmTZu3Gh2KKiGvLw8tWzZUhaLRRaLRRERETp//rzZYdVanj6uuWDBAo0YMUIjR47U4sWLvRk6XOTpHKenpzv6n8Vi0U033eTN8OECd/cJ9+zZo2HDhmnJkiVlrqcf1yyezi99uObx9LgUfdgERh3y9ddfGy1atDCOHz9uGIZhTJgwwXjkkUfKbGuz2Yz+/fsbixYtMgzDMLZv3260bt3ayMrK8lm8KJ87ufz73/9uDB061PjHP/5hTJs2zQgMDDQGDRrky3BRAXdyWVJqaqphsViMUaNGeTlCuKoquUxNTTV69+5t7N+/3xchwgXu5DEjI8OIjY01CgoKDMMwjMLCQqNz587Gtm3bfBYvKrZy5UrjqquuMior+ah7fKOqf/NQM7nav1Cz3XzzzcbMmTONZcuWGYMGDTIkGUuXLjU7LFTBhAkTjA8++MD48ssvjQEDBhgBAQHG3r17zQ4L1XDfffcZkowvvvjC7FBQDYsWLTKmTJlizJkzx5gzZ46xdu1as0OqtTx9XHPx4sXGb37zG8MwDKOoqMjo0aOH8e6773r5W6Ai3jh2PWbMGEf/mzNnjrFr1y7vfglUyN19wl27dhmTJ082JBlvvPFGqfX045rF0/k1DPpwTePpcSn6sDnq1FGc+Ph4Y8SIEY7XW7duNQICAoyDBw+Wavvuu+8aVqvVOH/+vGPZFVdcYcycOdMnsaJi7uRy5syZhs1mc7x+6qmnDElltoXvuZPLYnl5ecbQoUONPn36MDBeg7iby/T0dKNFixbGnj17fBUiXOBOHl944QVj8ODBTsvuvPNOY+7cuV6PE657+eWXKx24o+7xjar8zUPN5kr/Qs21e/duY9WqVY7XBQUFRnR0tNG/f38To0JVZGdnGxkZGY7X33//vSHJKb+oXVJTU43Ro0czMF7LFRUVGXfeeafZYfgNTx7XPH/+vNG0aVNj8eLFjvVz5swx2rdv73QMDb7l6WPXhw8fNqZMmeLdoOGWquwT5uTklDlwSj+ueTyZX8OgD9dEnhyXog+bp85MpX7mzBmtX79ePXv2dCzr0qWLLBaLVq9eXar9qlWr1LFjRwUHBzuWde/eXe+8845P4kX53M3lAw88IIvF4nidkJAgyT4tG8zlbi6LPf/885o0aZKCgoJ8ESZc4G4ubTabRo4cqUmTJikmJsaXoaIC7uYxMjJSKSkp2rZtmySpoKBA27ZtU79+/XwWMyrXoEGDSttQ93hfVf/moWZzpX+h5oqKilJiYqLjdWBgoAYPHsx+Qi0UEhKi6Ohox+uoqCiFhIRo4MCBJkaFqsrPz9cLL7ygxx57zOxQUE0ffPCBPvroIw0ePFhr1qwxO5xazdPHNTdt2qTjx487ba979+46dOiQY/8OvuWNY9fz5s3T0qVLNWrUKKWnp3v3C6BSVd0nLG+fg35cs3g6vxJ9uKbx9LgUfdg8dWZgfMeOHSosLFRkZKRjWVBQkEJDQ7Vr165S7dPS0pzaSlKzZs2UkZGh3Nxcb4eLCribyxYtWji9LiwsVEhIiDp37uztUFEJd3MpSfv379eRI0c4yFXDuJvL9957T998841CQkJ0zz33qFevXnr++edlGIYPo8bF3M1jYmKioqOjdcMNNyglJUXjx49XUlKSevfu7cOo4QnUPd5Xlb95ALzr4v0Eyb6v0LdvXxOigSetWLFCb731lpo2bWp2KKiC4hOh69evb3YoqKbDhw+rb9++Sk1N1ZAhQzR69GjZbDazw6qVPH1cMy0tTZKc2jRr1kySqE1N4ukcG4ah8+fPq3379lq+fLni4uK4d63JPL1PSD+uWTydX/pwzePpcSn6sHnqzMD4sWPHJEkRERFOyxs3bqwTJ06U2b6stjabTadOnfJeoKiUu7m82GeffaZHHnmEK3xqgKrk8oknntBTTz3l9djgHndz+cEHH6hly5bq06eP3nzzTT322GOaNm2annvuOZ/Ei7K5m8fg4GCtX79eLVu21HXXXaeQkBCNGzfOJ7HCs6h7vK+69QsA3/jiiy+UlJRkdhiookOHDmnatGkaN26cVqxYoby8PLNDgpv279+vzMxMDRgwwOxQ4AFJSUn6/PPPdeTIEY0ZM0ZvvvmmXnzxRbPDqpU8fVyzrO01btxYkqhNTeLpHFssFr322mvasmWLMjIy1Lt3bz300ENchWgiT+8T0o9rFk/nlz5c83h6XIo+bJ46MzBerOT0MpJUVFQkq9XqcltJ5baHb7mTy2Lnzp3T2rVrNXXqVG+GBje5msulS5cqISGh1B8f1Byu5vLbb79VbGysY6qYW2+9Vb169dLcuXN9Eicq5s6/rydPnlSPHj00YMAAzZs3T3PmzPFFiPAC6h7fqEr9AsA33n//fV133XXq1KmT2aGgilq0aKE77rhDN910k1asWMEJtbVQcnIyefNDoaGhevXVV3XnnXfq5ZdfNjucWs3TxzVLtqH+rxm8cey6Q4cO+uSTT9SuXTu9+uqrHowWVeHpfUL6cc3ijX1++nDN4ulxKfqw79WZgfFWrVpJkrKyspyWnz17tszp1Vq1alVm23r16jEoZzJ3c1nS448/rvnz5yssLMxr8cF17uTy559/1ieffKI77rhDhYWFKiwslGEYMgxDhYWFPosZZXO3X549e1aNGjVyWnbDDTfo5MmTnBFnInf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      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PlotFRS(ns,nTr,Saf5,Sdf5,Safm5,Sdfm5)\n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "id": "d33611a4-2f17-4154-aa6a-894f06871f09",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def FRS_Vuk(T,Tn,phi,Gamma,Sam,Sdm,ksiS,ksiNS,ns,ntot,Vb,d,imin,ie,Ge,me,delta,switch):\n",
    "    \n",
    "    SA = np.zeros(len(Tn))\n",
    "    SD = np.zeros(len(Tn))\n",
    "\n",
    "    \n",
    "    for i in range(len(Tn)):\n",
    "        ind = abs(T-Tn[i]).argmin()\n",
    "        SA[i] = Sam[ind]\n",
    "        SD[i] = Sdm[ind]\n",
    "    \n",
    "    DE = d[ie]/(Gamma[0]*phi[(ntot-1),0])\n",
    "    Dmax = d[np.argmax(Vb)]/(Gamma[0]*phi[(ns-1),0])\n",
    "    TD = 3\n",
    "    TC=0.3\n",
    "    SaNS = (0.07/(0.02+ksiNS))**0.5*Sam\n",
    "    SdNS = (0.07/(0.02+ksiNS))**0.5*Sdm\n",
    "    \n",
    "    Say,Tey,dd,mu,s,dy = N2Inf(Vb,d,imin,ie,T,Sam,Ge,me,delta,ntot,TD,TC,Tn[0])\n",
    "    #if(dd>DE and dd<Dmax):\n",
    "        #Tin = Tn[0]\n",
    "        #Tn[0] = Tey\n",
    "        \n",
    "    ksiS = 100*ksiS\n",
    "    ksiNS = 100*ksiNS\n",
    "    \n",
    "    \n",
    "    #Compute modal contributions to the acceleration and displacement FRS\n",
    "    Safm = np.zeros((len(T),len(Tn)));\n",
    "    Sdfm = np.zeros((len(T),len(Tn)));\n",
    "    \n",
    "    if(s==0):\n",
    "        Tlim =0;\n",
    "        for j in range(len(Tn)):\n",
    "            if(Tn[j]/TC == 0):\n",
    "                AMP = 2.5*(10/(5+ksiNS))**0.5;\n",
    "            elif(Tn[j]/TC > 0 and Tn[j]/TC <=0.2):\n",
    "                AMP = 2.5*(10/(5+ksiNS))**0.5 + (10/(ksiS)**0.5 - 2.5*(10/(5+ksiNS))**0.5)/0.2*(Tn[j]/TC);\n",
    "            else:\n",
    "                AMP = 10/(ksiNS)**0.5;\n",
    "\n",
    "\n",
    "           \n",
    "            SAFM = AMP*Gamma[j]*phi[(ns-1),j]*SA[j];\n",
    "            \n",
    "            \n",
    "            SDFM = SAFM*(Tn[j]/(2*np.pi))**2*g;\n",
    "\n",
    "            for i in range(len(T)):\n",
    "                AS = Gamma[j]*phi[(ns-1),j]/(abs((T[i]/Tn[j])**2-1))*(SA[j]**2+((T[i]/Tn[j])**2*SaNS[i])**2)**0.5;   \n",
    "                #DS = AS*(T[i]/(2*np.pi))**2*g;\n",
    "                if abs(AS)>abs(SAFM):\n",
    "                    Safm[i,j] = SAFM;\n",
    "                else:\n",
    "                    Safm[i,j] = AS;\n",
    "\n",
    "                if(j==0):\n",
    "                    if(Safm[i,j]==SAFM):\n",
    "                        Tlim = T[i]\n",
    "                        #print(Tlim)\n",
    "\n",
    "                    \n",
    "    elif(s==1):\n",
    "        #mur = (mu)**0.75\n",
    "        Te1 = Tn[0]*((1+(mu)**0.5+mu)/3)**0.5\n",
    "\n",
    "        if(Te1/TC == 0):\n",
    "            AMP = 2.5*(10/(5+ksiNS))**0.5;\n",
    "        elif(Te1/TC > 0 and Te1/TC <=0.2):\n",
    "            AMP = 2.5*(10/(5+ksiNS))**0.5 + (10/(ksiNS)**0.5 - 2.5*(10/(5+ksiNS))**0.5)/0.2*(Te1/TC);\n",
    "        else:\n",
    "            AMP = 10/(ksiS)**0.5;\n",
    "\n",
    "        SAFM = abs(AMP*Ge*delta[(ns-1)]*Say);\n",
    "        SDFM = SAFM*(Te1/(2*np.pi))**2*g;\n",
    "        Tlim =0;\n",
    "        \n",
    "        for i in range(len(T)):\n",
    "            AS = Ge*delta[(ns-1)]/(abs((T[i]/Te1)**2-1))*(Say**2+((T[i]/Te1)**2*SaNS[i])**2)**0.5;   \n",
    "            DS = AS*(T[i]/(2*np.pi))**2*g;\n",
    "            \n",
    "            if(abs(AS)>abs(SAFM)):\n",
    "                Safm[i,0] = np.sign(delta[(ns-1)])*SAFM;\n",
    "            else:\n",
    "                Safm[i,0] = AS;\n",
    "                \n",
    "            \n",
    "            if(Safm[i,0]==SAFM):\n",
    "                    Tlim = T[i];\n",
    "                            \n",
    "            #if(abs(DS)>SDFM):\n",
    "                #Sdfm[i,0] = SDFM;\n",
    "            #else:\n",
    "                #Sdfm[i,0] = DS;\n",
    "  \n",
    "        for j in range(1,len(Tn)):\n",
    "            if(Tn[j]/TC == 0):\n",
    "                AMP = 2.5*(10/(5+ksiNS))**0.5;\n",
    "            elif(Tn[j]/TC > 0 and Tn[j]/TC <=0.2):\n",
    "                AMP = 2.5*(10/(5+ksiNS))**0.5 + (10/(ksiNS)**0.5 - 2.5*(10/(5+ksiNS))**0.5)/0.2*(Tn[j]/TC);\n",
    "            else:\n",
    "                AMP = 10/(ksiNS)**0.5;\n",
    "    \n",
    "            SAFM = AMP*Gamma[j]*phi[(ns-1),j]*SA[j]\n",
    "            \n",
    "            SDFM = SAFM*(Tn[j]/(2*np.pi))**2*g;\n",
    "            \n",
    "            for i in range(len(T)):\n",
    "                AS = Gamma[j]*phi[(ns-1),j]/(abs((T[i]/Tn[j])**2-1))*(SA[j]**2+((T[i]/Tn[j])**2*SaNS[i])**2)**0.5;   \n",
    "                DS = AS*(T[i]/(2*np.pi))**2*g;\n",
    "                if(abs(AS)>abs(SAFM)):\n",
    "                    Safm[i,j] = SAFM;\n",
    "                else:\n",
    "                    Safm[i,j] = AS;\n",
    "                \n",
    "                \n",
    "    #Combine modal contributions \n",
    "\n",
    "    Saf = np.zeros(len(T));\n",
    "    Sdf = np.zeros(len(T));\n",
    "    \n",
    "    nslim = round(ntot/2);\n",
    "    \n",
    "    #if(ns<=nslim):\n",
    "    for j in range(len(T)):\n",
    "        if(T[j]<=Tlim):\n",
    "            Saf[j] = np.sqrt(np.sum(np.multiply(Safm[j,:],Safm[j,:])));\n",
    "            #Sdf[j] = np.sqrt(np.sum(np.multiply(Sdfm[j,:],Sdfm[j,:])));\n",
    "        else:\n",
    "            Saf[j] = np.sum(Safm[j,:]);\n",
    "            #Sdf[j] = np.sum(Sdfm[j,:]);\n",
    "    \n",
    "    #else:\n",
    "        #Saf = np.sqrt(np.sum(np.multiply(Safm,Safm),axis=1))\n",
    "        \n",
    "    Sdf = np.multiply(Saf*g,(T/(2*np.pi))**2)\n",
    "            \n",
    "    #Envelope floor response spectrum with ground response spectrum\n",
    "    \n",
    "    #Sdf = np.multiply(Saf*g,(T/(2*np.pi))**2)\n",
    "    #if(ns<nslim):\n",
    "    for i in range(len(T)):\n",
    "        Saf[i]=max(Saf[i],SaNS[i]);\n",
    "        Sdf[i]=max(Sdf[i],SdNS[i]);\n",
    "            \n",
    "\n",
    "    #if(dd>DE and dd<Dmax):\n",
    "        #Tn[0] = Tin\n",
    "\n",
    "    return Saf,Sdf\n",
    "               \n",
    " "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "id": "377960bd-114a-40f4-970c-e4b1045c928c",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def EstFRS_V(T,Tn,modes,Gamma,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,ksiNS,ksiS,Vb,d,i,Ge,me,delta,sw50,sw4,sw2):\n",
    "\n",
    "    Saf = np.zeros((len(T),2,4))\n",
    "    Sdf = np.zeros((len(T),2,4))\n",
    "\n",
    "    Saf[:,0,0],Sdf[:,0,0] = FRS_Vuk(T,Tn,modes,Gamma,Sam50,Sdm50,ksiS,ksiNS,1,2,Vb,d,imin[i],ie[i],Ge,me,delta,sw50)\n",
    "    Saf[:,1,0],Sdf[:,1,0] = FRS_Vuk(T,Tn,modes,Gamma,Sam50,Sdm50,ksiS,ksiNS,2,2,Vb,d,imin[i],ie[i],Ge,me,delta,sw50)\n",
    "\n",
    "    Saf[:,0,1],Sdf[:,0,1] = FRS_Vuk(T,Tn,modes,Gamma,Sam475,Sdm475,ksiS,ksiNS,1,2,Vb,d,imin[i],ie[i],Ge,me,delta,sw4)\n",
    "    Saf[:,1,1],Sdf[:,1,1] = FRS_Vuk(T,Tn,modes,Gamma,Sam475,Sdm475,ksiS,ksiNS,2,2,Vb,d,imin[i],ie[i],Ge,me,delta,sw4)\n",
    "\n",
    "    Saf[:,0,2],Sdf[:,0,2] = FRS_Vuk(T,Tn,modes,Gamma,Sam2475,Sdm2475,ksiS,ksiNS,1,2,Vb,d,imin[i],ie[i],Ge,me,delta,sw2)\n",
    "    Saf[:,1,2],Sdf[:,1,2] = FRS_Vuk(T,Tn,modes,Gamma,Sam2475,Sdm2475,ksiS,ksiNS,2,2,Vb,d,imin[i],ie[i],Ge,me,delta,sw2)\n",
    "    \n",
    "    Saf[:,0,3],Sdf[:,0,3] = FRS_Vuk(T,Tn,modes,Gamma,Sam4975,Sdm4975,ksiS,ksiNS,1,2,Vb,d,imin[i],ie[i],Ge,me,delta,sw2)\n",
    "    Saf[:,1,3],Sdf[:,1,3] = FRS_Vuk(T,Tn,modes,Gamma,Sam4975,Sdm4975,ksiS,ksiNS,2,2,Vb,d,imin[i],ie[i],Ge,me,delta,sw2)\n",
    "    \n",
    "    return Saf,Sdf\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "id": "cbddfe29-21bc-4a9b-a715-dd3ff5548958",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Saf1V,Sdf1V = EstFRS_V(T,T1,modes1,Gamma1,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,0.05,0.05,Vb1,d1,0,Ge1,mef1,delta,0,1,1)\n",
    "Saf2V,Sdf2V = EstFRS_V(T,T2,modes2,Gamma2,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,0.05,0.05,Vb2,d2,1,Ge2,mef2,delta,0,1,1)\n",
    "Saf3V,Sdf3V = EstFRS_V(T,T3,modes3,Gamma3,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,0.05,0.05,Vb3,d3,2,Ge3,mef3,delta,0,1,1)\n",
    "Saf4V,Sdf4V = EstFRS_V(T,T4,modes4,Gamma4,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,0.05,0.05,Vb4,d4,3,Ge4,mef4,delta,0,1,1)\n",
    "Saf5V,Sdf5V = EstFRS_V(T,T5,modes5,Gamma5,Sam50,Sdm50,Sam475,Sdm475,Sam2475,Sdm2475,Sam4975,Sdm4975,0.05,0.05,Vb5,d5,4,Ge5,mef5,delta,0,0,0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "id": "f1d7f5da-97bd-4d40-82b9-60096863bfe5",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ns =1\n",
    "nTr= 2\n",
    "PlotFRS(ns,nTr,Saf1V,Sdf1V,Safm1,Sdfm1)\n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "3f099a17-27d4-41df-a6d6-1dc400f7a7ef",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PlotFRS(ns,nTr,Saf2V,Sdf2V,Safm2,Sdfm2)\n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "87cc5ba8-2660-455e-9438-6eedf04aa161",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PlotFRS(ns,nTr,Saf3V,Sdf3V,Safm3,Sdfm3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "c998b04a-f905-4ad6-af25-87174cadb853",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PlotFRS(ns,nTr,Saf4V,Sdf4V,Safm4,Sdfm4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "88eae4e8-97a4-475c-bbeb-7fbeec93f51d",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "PlotFRS(ns,nTr,Saf5V,Sdf5V,Safm5,Sdfm5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e08e3ea3-a5d7-4d22-ae0a-0bd9b1dff9b5",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "id": "44431c45-a2f2-4ffc-9c19-51237f5b281e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1400x1000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(14,10))\n",
    "\n",
    "plt.subplot(2,2,1)\n",
    "plt.plot(T,Safm1[:,1,0],label='Median from NLTH Analyses',color='k',ls='--')\n",
    "plt.plot(T,Saf1[:,1,0],label='Merino et al. (2020)',color='k',lw=1.5)\n",
    "plt.plot(T,Saf1V[:,1,0],label='Vukobratovic and Fajfar (2017)',color='grey',lw=2)\n",
    "plt.xlim(0,1)\n",
    "plt.ylim(0,3)\n",
    "plt.xticks(fontsize=14)\n",
    "plt.yticks(fontsize=14)\n",
    "plt.xlabel(r'$T_a$  [s]',fontsize=16)\n",
    "plt.ylabel(r'$S_{AF}$  [g]',fontsize=16)\n",
    "plt.legend(fontsize=16)\n",
    "plt.text(0.02,2.80,'a)',fontsize=18)\n",
    "\n",
    "plt.subplot(2,2,2)\n",
    "plt.plot(T,Sdfm1[:,1,0],label='Median from NLTH Analyses',color='k',ls='--')\n",
    "plt.plot(T,Sdf1[:,1,0],label='Merino et al. (2020)',color='k',lw=1.5)\n",
    "plt.plot(T,Sdf1V[:,1,0],label='Vukobratovic and Fajfar (2017)',color='grey',lw=2)\n",
    "plt.xlim(0,4)\n",
    "plt.ylim(0,0.05)\n",
    "plt.xticks(fontsize=14)\n",
    "plt.yticks(fontsize=14)\n",
    "plt.xlabel(r'$T_a$  [s]',fontsize=16)\n",
    "plt.ylabel(r'$S_{DF}$  [m]',fontsize=16)\n",
    "plt.legend(fontsize=16,loc=4)\n",
    "plt.text(0.1,0.045,'b)',fontsize=18)\n",
    "plt.tight_layout()\n",
    "plt.savefig('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Paper/Figure5.tiff',dpi=300)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "085a5053-fbfa-4fb4-b168-a1a8b681cb03",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1400x1000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(14,10))\n",
    "\n",
    "plt.subplot(2,2,1)\n",
    "plt.plot(T,Safm1[:,1,2],label='Median from NLTH Analyses',color='k',ls='--')\n",
    "plt.plot(T,Saf1[:,1,2],label='Merino et al. (2020)',color='k',lw=1.5)\n",
    "plt.plot(T,Saf1V[:,1,2],label='Vukobratovic and Fajfar (2017)',color='grey',lw=2)\n",
    "plt.xlim(0,1)\n",
    "plt.ylim(0,5)\n",
    "plt.xticks(fontsize=14)\n",
    "plt.yticks(fontsize=14)\n",
    "plt.xlabel(r'$T_a$  (s)',fontsize=16)\n",
    "plt.ylabel(r'$S_{AF}$  (g)',fontsize=16)\n",
    "plt.legend(fontsize=14)\n",
    "plt.text(0.02,4.7,'a)',fontsize=18)\n",
    "\n",
    "plt.subplot(2,2,2)\n",
    "plt.plot(T,Sdfm1[:,1,2],label='Median from NLTH Analyses',color='k',ls='--')\n",
    "plt.plot(T,Sdf1[:,1,2],label='Merino et al. (2020)',color='k',lw=1.5)\n",
    "plt.plot(T,Sdf1V[:,1,2],label='Vukobratovic and Fajfar (2017)',color='grey',lw=2)\n",
    "plt.xlim(0,4)\n",
    "plt.ylim(0,0.3)\n",
    "plt.xticks(fontsize=14)\n",
    "plt.yticks(fontsize=14)\n",
    "plt.xlabel(r'$T_a$  (s)',fontsize=16)\n",
    "plt.ylabel(r'$S_{DF}$  (m)',fontsize=16)\n",
    "plt.legend(fontsize=14,loc=4)\n",
    "plt.text(0.1,0.28,'b)',fontsize=18)\n",
    "plt.tight_layout()\n",
    "plt.savefig('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Paper/Figure7.tiff',dpi=300)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "8346b26c-4372-47dd-8f98-8024d5cdfa98",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0.131, 0.053])"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "T1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3b4cc86b-a9c0-4567-9303-5ec7bbcbcc0f",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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